<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://atrium.klinch.ai</loc>
<changefreq>daily</changefreq>
<priority>1</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/fables-ai-system-wrote-the-first-genuine-and-fastest-megakernel-ever-s</loc>
<lastmod>2026-07-07T00:51:38.633Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-frontier-of-ai-performance-on-real-world-freelance-work-automation</loc>
<lastmod>2026-07-07T00:51:38.644Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/current-ai-agents-remain-far-from-reliable-at-long-horizon-computer-us</loc>
<lastmod>2026-07-07T00:51:38.647Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-oft-cited-36-arc-agi-3-score-is-misleading-because-it-doesnt-measu</loc>
<lastmod>2026-07-05T03:48:26.329Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/ai-systems-are-expanding-their-economically-relevant-capabilities-fast-1-8641</loc>
<lastmod>2026-07-07T00:51:38.641Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/in-a-post-2050-society-general-purpose-computation-was-banned-and-the-</loc>
<lastmod>2026-07-07T00:51:38.653Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/jds-oxygen-ai-item-center-processes-hundreds-of-millions-of-item-updat</loc>
<lastmod>2026-07-07T00:51:38.650Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/your-ability-to-affect-change-in-the-world-is-gated-by-your-ability-to</loc>
<lastmod>2026-07-05T03:22:18.527Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/tdd-wasnt-a-novel-invention-but-a-rediscovery-kent-mapped-a-forgotten-</loc>
<lastmod>2026-07-05T03:22:18.530Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/calling-the-methodology-agile-was-a-naming-mistake-since-the-word-is-s</loc>
<lastmod>2026-07-05T03:22:18.539Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/sales-on-my-two-existing-courses-are-also-down-significantly-from-last</loc>
<lastmod>2026-07-04T03:11:50.693Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/other-course-creators-are-seeing-the-same-pattern-revenue-down-50-less</loc>
<lastmod>2026-07-04T03:11:50.700Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/fable-and-to-a-certain-extent-opus-work-best-when-allowed-to-use-their</loc>
<lastmod>2026-07-04T03:15:47.680Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/to-avoid-burning-through-valuable-fable-tokens-before-the-price-increa</loc>
<lastmod>2026-07-04T03:15:47.693Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/for-all-coding-tasks-use-your-judgement-to-decide-an-appropriate-lower</loc>
<lastmod>2026-07-04T03:15:47.696Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/implementation-work-rarely-needs-the-top-tier-model-so-coding-tasks-sh</loc>
<lastmod>2026-07-04T03:15:47.700Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/this-delegation-approach-is-working-well-simon-is-getting-a-lot-done-a</loc>
<lastmod>2026-07-04T03:15:47.705Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/coding-is-only-a-small-part-of-software-engineering-and-its-a-part-tha</loc>
<lastmod>2026-07-05T03:22:18.518Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-gap-map-v0-1-catalogs-421-open-source-ai-products-in-depth-266-sof</loc>
<lastmod>2026-07-04T03:19:27.593Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/24-400-artifacts-remain-an-uncategorized-long-tail-of-the-open-source-</loc>
<lastmod>2026-07-04T03:19:27.595Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-underlying-dataset-behind-the-gap-map-1-184-yaml-files-plus-notebo</loc>
<lastmod>2026-07-04T03:19:27.597Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/because-the-projects-files-live-on-github-the-tracked-data-including-1</loc>
<lastmod>2026-07-04T03:19:27.599Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/building-software-products-moves-through-three-distinct-phases-explore</loc>
<lastmod>2026-07-05T03:22:18.535Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/at-50-joining-facebook-kent-found-a-company-running-a-massive-stable-f</loc>
<lastmod>2026-07-05T03:22:18.544Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/openai-originally-planned-a-broader-launch-of-gpt-5-6-but-shifted-to-a</loc>
<lastmod>2026-07-04T03:23:41.053Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/gpt-5-6-sols-estimated-50-time-horizon-capability-swings-dramatically-</loc>
<lastmod>2026-07-04T03:23:41.059Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/as-the-open-model-ecosystem-diversifies-more-companies-will-build-a-lo</loc>
<lastmod>2026-07-05T03:30:35.141Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/sol-and-terra-outperform-gpt-5-5-on-the-posttrainbench-lite-self-impro</loc>
<lastmod>2026-07-04T03:23:41.065Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/a-layer-should-be-open-sourced-when-it-stands-to-benefit-from-network-</loc>
<lastmod>2026-07-04T03:29:03.766Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/simple-yes-no-allow-lists-for-agent-tool-permissions-cant-capture-real</loc>
<lastmod>2026-07-04T03:29:03.771Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/change-data-capture-cdc-pipelines-despite-being-an-industry-standard-a</loc>
<lastmod>2026-07-04T03:29:03.777Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/rather-than-building-one-unified-engine-for-both-transactional-and-ana</loc>
<lastmod>2026-07-04T03:29:03.780Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/a-ten-layer-neural-network-can-amortize-and-approximate-an-almost-intr</loc>
<lastmod>2026-07-04T03:34:19.756Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/mcts-based-training-works-because-it-never-asks-the-network-to-directl</loc>
<lastmod>2026-07-04T03:34:19.762Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-leetcode-style-interview-process-has-persisted-at-large-tech-compa</loc>
<lastmod>2026-07-05T10:02:29.813Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/zyphra-which-trains-its-models-on-amd-gpus-and-is-seen-as-an-insider-t</loc>
<lastmod>2026-07-05T03:30:35.149Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/mcts-works-cleanly-for-go-because-value-estimation-is-concrete-and-the</loc>
<lastmod>2026-07-04T03:34:19.768Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/current-llm-coding-agents-are-already-very-good-at-open-ended-hyperpar</loc>
<lastmod>2026-07-04T03:34:19.772Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/an-h100-gpu-is-worth-more-in-economic-value-today-than-it-was-three-ye</loc>
<lastmod>2026-07-04T03:39:37.111Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-cap-theorems-widely-taught-two-out-of-three-framing-is-technically</loc>
<lastmod>2026-07-05T10:02:29.821Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-ai-driven-memory-crunch-is-set-to-add-roughly-100-250-to-the-retai</loc>
<lastmod>2026-07-04T03:39:37.126Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/power-will-not-be-the-binding-constraint-on-us-ai-compute-scaling-beca</loc>
<lastmod>2026-07-04T03:39:37.131Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/anthropics-compute-team-staffed-by-former-google-employees-spotted-a-s</loc>
<lastmod>2026-07-04T03:39:37.135Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/whether-the-us-or-china-ends-up-dominating-ai-compute-hinges-on-takeof</loc>
<lastmod>2026-07-04T03:39:37.140Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/fables-ai-system-autonomously-wrote-a-cuda-megakernel-that-achieves-an</loc>
<lastmod>2026-07-07T00:51:58.764Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/my-third-course-whimsical-animations-is-on-track-to-sell-roughly-one-t</loc>
<lastmod>2026-07-04T03:11:50.684Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/ai-is-causing-a-double-whammy-on-course-sales-fear-over-whether-develo</loc>
<lastmod>2026-07-04T03:11:50.696Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/in-a-speculative-2050-future-humanity-banned-general-purpose-computing</loc>
<lastmod>2026-07-07T00:51:58.781Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/rather-than-giving-fable-an-explicit-rule-like-only-use-automated-test</loc>
<lastmod>2026-07-04T03:15:47.689Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/current-ai-is-a-global-partnership-building-a-public-option-for-ai-lau</loc>
<lastmod>2026-07-04T03:19:27.588Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/gpt-5-6-sol-does-not-cross-the-cyber-critical-threshold-even-though-in</loc>
<lastmod>2026-07-04T03:23:41.049Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/gpt-5-6-sol-showed-a-detected-cheating-rate-in-pre-deployment-evaluati</loc>
<lastmod>2026-07-04T03:23:41.056Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-restricted-government-gated-rollout-of-gpt-5-6-is-bad-regardless-o</loc>
<lastmod>2026-07-04T03:23:41.061Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/coding-agents-and-custom-enterprise-agents-run-into-the-exact-same-inf</loc>
<lastmod>2026-07-04T03:29:03.758Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/because-agent-sessions-can-track-cumulative-dollar-spend-users-can-cap</loc>
<lastmod>2026-07-04T03:29:03.774Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/rls-inefficiency-is-best-understood-as-bits-per-flop-which-decomposes-</loc>
<lastmod>2026-07-04T03:34:19.766Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-open-model-landscape-has-shifted-from-being-dominated-by-a-handful</loc>
<lastmod>2026-07-05T03:30:35.138Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/being-first-to-achieve-a-result-always-costs-vastly-more-compute-than-</loc>
<lastmod>2026-07-04T03:34:19.775Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/by-2028-2029-the-single-biggest-constraint-on-scaling-ai-compute-will-</loc>
<lastmod>2026-07-04T03:39:37.120Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/trying-to-slow-or-ban-the-open-model-ecosystem-is-futile-unsafe-and-an</loc>
<lastmod>2026-07-05T03:30:35.144Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/claude-managed-agents-a-six-month-project-at-anthropic-is-a-hosted-ser</loc>
<lastmod>2026-07-05T03:14:04.528Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/cohere-released-its-flagship-command-a-model-under-the-permissive-apac</loc>
<lastmod>2026-07-05T03:30:35.147Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/running-multiple-ai-coding-agents-locally-overheats-machines-and-slows</loc>
<lastmod>2026-07-05T03:14:04.534Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-real-excitement-around-claudes-slack-integration-isnt-the-slack-me</loc>
<lastmod>2026-07-05T03:14:04.518Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/because-cloud-agents-have-no-way-to-surface-errors-to-a-human-the-way-</loc>
<lastmod>2026-07-05T03:14:04.543Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/cloud-agents-are-only-becoming-mainstream-now-because-coding-models-fi</loc>
<lastmod>2026-07-05T03:14:04.547Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/codexs-most-valuable-work-now-plays-out-over-hours-or-days-rather-than</loc>
<lastmod>2026-07-05T03:14:04.539Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/open-weights-are-now-poolsides-default-approach-and-the-company-will-k</loc>
<lastmod>2026-07-05T03:30:35.152Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/getting-used-to-working-alone-and-not-asking-for-help-at-amazon-carrie</loc>
<lastmod>2026-07-05T10:02:29.825Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/my-new-advising-agreements-with-arcee-ai-and-mercor-support-my-open-sc</loc>
<lastmod>2026-07-05T10:20:02.144Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/glm-5-2s-release-has-generated-a-community-focal-point-rivaled-only-by</loc>
<lastmod>2026-07-05T03:41:29.443Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/as-ai-makes-almost-everything-promptable-the-capacity-to-be-genuinely-</loc>
<lastmod>2026-07-05T10:02:29.829Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/despite-dramatic-improvements-in-ai-model-performance-the-majority-of-</loc>
<lastmod>2026-07-05T10:02:29.832Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/personality-traits-and-motivation-especially-high-agency-matter-more-t</loc>
<lastmod>2026-07-05T10:02:29.834Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-204-day-gap-between-claude-opus-4-5s-release-and-glm-5-2s-release-</loc>
<lastmod>2026-07-05T03:41:29.453Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/glm-5-2s-diffusion-while-claude-fable-remains-export-banned-deals-a-se</loc>
<lastmod>2026-07-05T03:41:29.456Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/z-ai-timed-the-glm-5-2-release-to-capitalize-on-the-backlash-against-a</loc>
<lastmod>2026-07-05T03:41:29.429Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/glm-5-2-is-the-first-open-weight-model-that-feels-right-as-a-general-c</loc>
<lastmod>2026-07-05T03:41:29.448Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/banning-open-models-now-while-closed-models-race-10-100x-ahead-in-the-</loc>
<lastmod>2026-07-05T03:41:29.460Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/ai-models-ability-to-complete-real-economically-valuable-freelance-pro</loc>
<lastmod>2026-07-07T00:51:58.769Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/ai-systems-are-expanding-their-economically-relevant-capabilities-fast-2-8772</loc>
<lastmod>2026-07-07T00:51:58.772Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/a-professional-esports-friend-recognized-the-goal-of-an-arc-agi-3-game</loc>
<lastmod>2026-07-05T03:48:26.345Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/llm-agents-playing-arc-agi-3-games-often-lock-onto-obviously-wrong-pro</loc>
<lastmod>2026-07-05T03:48:26.349Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-concept-of-a-maze-isnt-a-native-primitive-present-in-a-newborns-mi</loc>
<lastmod>2026-07-05T03:48:26.354Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/permuting-the-colors-and-rotating-the-images-of-arc-agi-3-games-makes-</loc>
<lastmod>2026-07-05T03:48:26.357Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/arc-agi-3-introduces-genuine-agency-into-the-arc-benchmark-series-defi</loc>
<lastmod>2026-07-05T03:48:26.338Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/current-frontier-ai-agents-remain-far-from-reliable-at-long-horizon-mu-3-8774</loc>
<lastmod>2026-07-07T00:51:58.774Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/metas-ai-bot-allowed-anyone-to-take-over-any-account-simply-by-asking-</loc>
<lastmod>2026-07-05T10:05:44.688Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/developers-using-ai-coding-harnesses-now-produce-roughly-2-5-times-as-</loc>
<lastmod>2026-07-05T10:05:44.705Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/at-anthropic-traditional-product-requirement-documents-have-been-repla</loc>
<lastmod>2026-07-05T10:05:44.707Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-meta-account-takeover-outage-was-caused-by-ai-generated-ai-reviewe</loc>
<lastmod>2026-07-05T10:05:44.694Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/ai-coding-models-have-become-good-enough-since-summer-2025-that-resist</loc>
<lastmod>2026-07-05T10:05:44.698Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/table-delete-where-never-wraps-its-delete-in-a-transaction-so-it-fails</loc>
<lastmod>2026-07-05T09:19:49.822Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/every-write-method-in-sqlite-utils-runs-inside-and-commits-its-own-tra</loc>
<lastmod>2026-07-05T09:19:49.845Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/sqlite-utilss-automatic-transaction-handling-was-fundamentally-incompa</loc>
<lastmod>2026-07-05T09:19:49.849Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/having-one-ai-model-review-another-models-code-work-is-a-genuinely-val</loc>
<lastmod>2026-07-05T09:19:49.832Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/cracking-down-on-open-source-ai-out-of-fear-of-china-would-backfire-am</loc>
<lastmod>2026-07-05T10:16:29.653Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/sqlite-utilss-db-query-commits-a-rejected-write-statement-to-the-datab</loc>
<lastmod>2026-07-05T09:19:49.839Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-full-multi-agent-sqlite-utils-4-0rc2-development-session-cost-an-e</loc>
<lastmod>2026-07-05T09:19:49.853Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-ai-models-released-in-november-2025-made-agentic-coding-genuinely-</loc>
<lastmod>2026-07-05T10:05:44.702Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/jds-oxygen-ai-item-center-scales-item-understanding-across-tens-of-bil</loc>
<lastmod>2026-07-07T00:51:58.777Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/newer-anthropic-models-have-been-specifically-trained-presumably-via-r</loc>
<lastmod>2026-07-05T09:23:48.764Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/claudes-edit-tool-is-built-around-search-and-replace-whereas-openais-c</loc>
<lastmod>2026-07-05T09:23:48.769Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/third-party-coding-harnesses-like-pi-may-need-to-implement-multiple-ed</loc>
<lastmod>2026-07-05T09:23:48.774Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/iwo-kadziela-assisted-by-codex-generated-a-credible-ascii-world-map-us</loc>
<lastmod>2026-07-05T09:26:56.361Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/newer-claude-models-including-the-flagship-opus-4-8-not-just-small-mod</loc>
<lastmod>2026-07-05T09:23:48.750Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/it-is-specifically-the-newest-state-of-the-art-claude-models-opus-4-8-</loc>
<lastmod>2026-07-05T09:23:48.756Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/fetch-can-be-called-directly-on-a-data-uri-with-the-response-body-pipe</loc>
<lastmod>2026-07-05T09:26:56.367Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/hy3-outperforms-similar-size-models-and-rivals-flagship-open-source-mo</loc>
<lastmod>2026-07-07T00:57:46.922Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/a-dormant-department-of-energy-legal-authority-originally-created-for-</loc>
<lastmod>2026-07-05T09:31:09.151Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-better-way-to-make-nuclear-reactors-safe-at-scale-is-to-minimize-t</loc>
<lastmod>2026-07-05T09:31:09.156Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/nuclear-will-scale-by-being-simple-cheap-and-mass-manufactured-like-a-</loc>
<lastmod>2026-07-05T09:31:09.158Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/valar-built-its-own-reactor-protection-system-in-six-weeks-for-about-4</loc>
<lastmod>2026-07-05T09:31:09.160Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/as-ai-and-robotics-automate-manufacturing-energy-will-become-the-domin</loc>
<lastmod>2026-07-05T09:31:09.162Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-u-s-stopped-building-nuclear-reactors-primarily-because-of-the-thr</loc>
<lastmod>2026-07-05T09:31:09.147Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/sonnet-5-could-launch-as-the-widely-accessible-but-weaker-companion-mo</loc>
<lastmod>2026-07-05T09:36:46.918Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/we-should-prepare-for-a-post-agi-world-by-taking-seriously-a-diverse-s</loc>
<lastmod>2026-07-05T10:12:41.392Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/even-after-sonnet-5-launched-the-real-story-is-that-fable-5-has-remain</loc>
<lastmod>2026-07-05T09:36:46.921Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/sonnet-5-requires-roughly-3x-the-agentic-turns-of-sonnet-4-6-on-benchm</loc>
<lastmod>2026-07-05T09:36:46.925Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/sonnet-5-offers-top-tier-coding-and-tool-use-performance-at-sonnet-lev</loc>
<lastmod>2026-07-05T09:36:46.913Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/at-standard-pricing-sonnet-5-costs-2-29-per-intelligence-index-task-ab</loc>
<lastmod>2026-07-05T09:36:46.930Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-new-tokenizer-makes-sonnet-5-about-1-4x-more-expensive-for-english</loc>
<lastmod>2026-07-05T09:36:46.928Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/ai-systems-are-more-persuasive-in-text-conversations-than-even-elite-w</loc>
<lastmod>2026-07-05T10:12:41.368Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/ais-persuasive-edge-comes-from-being-able-to-produce-large-amounts-of-</loc>
<lastmod>2026-07-05T10:12:41.376Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/both-technology-skeptics-and-technology-optimists-have-a-consistent-hi</loc>
<lastmod>2026-07-05T09:40:48.947Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/rebuilding-an-entire-high-expertise-industry-like-semiconductor-fabric</loc>
<lastmod>2026-07-05T10:12:41.382Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/tacit-knowledge-is-not-necessarily-an-insurmountable-barrier-because-a</loc>
<lastmod>2026-07-05T10:12:41.387Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/frontier-coding-agents-operating-enpires-autonomous-feedback-loop-can-</loc>
<lastmod>2026-07-05T09:40:48.941Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/argus-has-run-stably-for-over-six-months-on-a-production-cluster-of-mo</loc>
<lastmod>2026-07-05T09:40:48.953Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/local-ordinance-law-in-the-u-s-is-technically-public-but-practically-u</loc>
<lastmod>2026-07-05T09:40:48.960Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/in-any-existential-conflict-the-competitive-advantage-goes-to-whicheve</loc>
<lastmod>2026-07-05T09:40:48.957Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/in-a-future-where-robots-do-the-physical-work-of-civilization-people-l</loc>
<lastmod>2026-07-05T09:40:48.963Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/our-automated-ai-research-systems-new-state-of-the-art-results-are-an-</loc>
<lastmod>2026-07-05T10:12:41.396Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/rather-than-fighting-to-eliminate-noise-the-way-chip-manufacturers-nor</loc>
<lastmod>2026-07-05T09:47:01.264Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/commercial-hardware-verification-simulation-licenses-cost-around-10-00</loc>
<lastmod>2026-07-05T09:47:01.269Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/hy3-is-a-295b-parameter-mixture-of-experts-model-with-21b-active-param</loc>
<lastmod>2026-07-07T00:57:46.914Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/washingtons-current-wave-of-ai-regulatory-activity-risks-spilling-over</loc>
<lastmod>2026-07-05T10:16:29.638Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/benchmarks-that-only-report-the-percentage-of-tests-an-ai-generated-pr</loc>
<lastmod>2026-07-05T09:47:01.258Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/in-training-alphaproof-it-didnt-actually-matter-whether-the-auto-forma</loc>
<lastmod>2026-07-05T09:47:01.272Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/patronage-entangled-with-nepotism-was-the-fundamental-glue-of-renaissa</loc>
<lastmod>2026-07-05T10:24:57.289Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/what-matters-in-agentic-coding-is-not-whether-you-end-up-with-passing-</loc>
<lastmod>2026-07-05T09:47:01.271Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/its-not-just-that-ai-is-getting-smarter-humans-are-getting-dumber-too-</loc>
<lastmod>2026-07-05T09:47:01.276Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/following-the-hy3-preview-launch-in-late-april-feedback-was-gathered-f</loc>
<lastmod>2026-07-07T00:57:46.919Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/hy3-shows-significant-gains-in-utility-across-various-products-and-pro</loc>
<lastmod>2026-07-07T00:57:46.924Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/qwen-models-are-specifically-optimized-to-perform-best-within-the-qwen</loc>
<lastmod>2026-07-05T09:49:44.237Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-full-sized-hy3-model-is-598gb-on-hugging-face-the-fp8-quantized-ve</loc>
<lastmod>2026-07-07T00:57:46.926Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/local-coding-agents-are-becoming-increasingly-attractive-because-they-</loc>
<lastmod>2026-07-05T09:49:44.232Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/a-local-model-generating-faster-than-20-30-tokens-sec-is-fast-enough-f</loc>
<lastmod>2026-07-05T09:49:44.248Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/qwen3-6-actually-performs-better-when-run-through-the-codex-harness-th</loc>
<lastmod>2026-07-05T09:49:44.251Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/claude-codes-much-higher-token-usage-compared-to-codex-comes-from-its-</loc>
<lastmod>2026-07-05T09:49:44.255Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/even-when-running-a-fully-local-model-through-ollama-the-qwen-code-har</loc>
<lastmod>2026-07-05T09:49:44.243Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/hy3-is-available-for-free-on-openrouter-until-july-21st-and-it-can-gen</loc>
<lastmod>2026-07-07T00:57:46.928Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/even-though-openai-employees-have-always-had-unlimited-access-to-inter</loc>
<lastmod>2026-07-05T09:52:50.672Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/open-source-ai-models-are-actually-safer-and-more-secure-than-closed-o</loc>
<lastmod>2026-07-05T10:16:29.651Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/open-source-lets-innovators-build-without-fear-of-lawsuits-or-licensin</loc>
<lastmod>2026-07-05T10:16:29.642Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/open-source-lets-challengers-compete-against-dominant-incumbents-and-c</loc>
<lastmod>2026-07-05T10:16:29.646Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/among-openais-active-internal-codex-users-median-combined-output-token</loc>
<lastmod>2026-07-05T09:52:50.667Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/hugging-face-has-reached-100m-annual-run-rate-revenue-while-still-keep</loc>
<lastmod>2026-07-05T09:52:50.685Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/recent-frontier-models-including-opus-4-8-and-composer-2-5-can-hack-pu</loc>
<lastmod>2026-07-05T09:52:50.676Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/glm-5-2-max-reached-1595-on-code-arena-frontend-surpassing-opus-4-8-an</loc>
<lastmod>2026-07-05T09:52:50.680Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-u-s-government-asked-openai-to-stagger-gpt-5-6-preview-access-cust</loc>
<lastmod>2026-07-05T09:52:50.688Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/claude-tag-now-writes-65-of-the-product-teams-code-at-anthropic-includ</loc>
<lastmod>2026-07-05T09:57:58.514Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/claude-tag-is-claude-code-made-multiplayer-async-and-proactive-across-</loc>
<lastmod>2026-07-05T09:57:58.507Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/claude-tag-represents-the-third-major-redesign-of-llm-ui-ux-moving-fro</loc>
<lastmod>2026-07-05T09:57:58.523Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/anthropics-monotheistic-one-claude-everywhere-design-philosophy-will-l</loc>
<lastmod>2026-07-05T09:57:58.527Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/systems-like-claude-tag-risk-turning-human-collaboration-tools-such-as</loc>
<lastmod>2026-07-05T09:57:58.531Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/claude-tag-can-be-customized-in-hundreds-of-ways-and-is-being-position</loc>
<lastmod>2026-07-05T09:57:58.519Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/anthropic-and-openai-are-consolidating-a-closed-model-duopoly-that-con</loc>
<lastmod>2026-07-05T10:16:29.649Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/i-considered-turning-interconnects-into-a-full-time-top-priority-opera</loc>
<lastmod>2026-07-05T10:20:02.139Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/despite-interconnects-bank-account-hovering-near-0-and-going-full-time</loc>
<lastmod>2026-07-05T10:20:02.148Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/all-interconnects-comments-will-be-paywalled-because-opening-comments-</loc>
<lastmod>2026-07-05T10:20:02.150Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/ill-paywall-slightly-more-articles-going-forward-because-revenue-is-th</loc>
<lastmod>2026-07-05T10:20:02.153Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/interconnects-is-deliberately-raw-and-technical-because-it-functions-a</loc>
<lastmod>2026-07-05T10:20:02.135Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/machiavelli-judges-historical-actors-like-cesare-borgia-not-simply-by-</loc>
<lastmod>2026-07-05T10:24:57.282Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/machiavelli-was-the-first-thinker-in-the-european-tradition-to-argue-t</loc>
<lastmod>2026-07-05T10:24:57.286Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/italys-collapse-of-long-standing-city-state-governments-combined-with-</loc>
<lastmod>2026-07-05T10:24:57.273Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-real-machiavelli-was-not-writing-a-manual-for-self-serving-advance</loc>
<lastmod>2026-07-05T10:24:57.295Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/when-cesare-borgia-conquered-a-city-and-massacred-its-ruling-family-he</loc>
<lastmod>2026-07-05T10:24:57.292Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/frontier-ai-labs-alignment-methods-are-essentially-reactive-and-functi</loc>
<lastmod>2026-07-05T10:30:13.431Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/as-ai-systems-get-smarter-and-take-over-more-of-the-research-enterpris</loc>
<lastmod>2026-07-05T10:30:13.435Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/frontiercode-is-hard-enough-that-even-claude-opus-4-8-scores-only-13-4</loc>
<lastmod>2026-07-05T10:30:13.439Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/artificial-superintelligence-may-arrive-within-a-few-years-and-it-is-u</loc>
<lastmod>2026-07-05T10:30:13.424Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/xiaomi-reached-1000-tokens-second-on-a-1-trillion-parameter-model-by-c</loc>
<lastmod>2026-07-05T10:30:13.444Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-aarr-benchmark-suite-tests-whether-ai-agents-can-emulate-the-profe</loc>
<lastmod>2026-07-05T10:30:13.448Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/on-a-new-independent-automationbench-leaderboard-spanning-657-tasks-ac</loc>
<lastmod>2026-07-07T04:57:22.139Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-constraints-we-perceive-in-a-model-are-often-imposed-by-us-through</loc>
<lastmod>2026-07-07T04:57:22.118Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/because-fable-class-models-are-so-much-more-capable-tradeoffs-between-</loc>
<lastmod>2026-07-07T04:57:22.127Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/nemotron-3-super-is-the-standout-must-read-paper-of-this-batch-because</loc>
<lastmod>2026-07-05T10:33:16.404Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/qwen3-6-likely-the-most-popular-open-weight-llm-series-using-a-hybrid-</loc>
<lastmod>2026-07-05T10:33:16.409Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/this-list-is-a-curated-personally-biased-selection-of-papers-i-found-i</loc>
<lastmod>2026-07-05T10:33:16.394Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/compared-to-his-2025-lists-this-years-bookmarks-skew-more-toward-agent</loc>
<lastmod>2026-07-05T10:33:16.396Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/2026-architecture-research-has-moved-beyond-simply-scaling-transformer</loc>
<lastmod>2026-07-05T10:33:16.400Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/nemotron-3-alternates-regular-attention-layers-with-mamba-2-state-spac</loc>
<lastmod>2026-07-05T10:33:16.407Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/claude-has-a-global-workspace-like-internal-structure-a-small-subset-o</loc>
<lastmod>2026-07-07T04:57:22.129Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/anthropic-is-overclaiming-by-conflating-a-privileged-latent-activation</loc>
<lastmod>2026-07-07T04:57:22.133Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/laguna-xs-2-assigns-different-numbers-of-query-heads-to-different-laye</loc>
<lastmod>2026-07-05T10:36:57.654Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/zaya1-8bs-compressed-convolutional-attention-performs-the-attention-op</loc>
<lastmod>2026-07-05T10:36:57.657Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/deepseek-v4s-manifold-constrained-hyper-connections-mhc-widen-the-resi</loc>
<lastmod>2026-07-05T10:36:57.660Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/deepseek-v4-pros-combined-csa-hca-compressed-attention-which-shortens-</loc>
<lastmod>2026-07-05T10:36:57.664Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/gemma-4s-e2b-and-e4b-models-share-kv-cache-tensors-across-layers-cutti</loc>
<lastmod>2026-07-05T10:36:57.641Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/gemma-4s-per-layer-embeddings-give-each-transformer-layer-its-own-smal</loc>
<lastmod>2026-07-05T10:36:57.650Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/inference-not-training-alone-is-now-the-whole-game-every-data-pipeline</loc>
<lastmod>2026-07-07T04:57:22.136Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/a-novel-statistical-method-modeling-genome-wide-relatedness-among-22-0</loc>
<lastmod>2026-07-05T10:40:38.370Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-genetic-predictor-commonly-labeled-years-of-schooling-or-intellige</loc>
<lastmod>2026-07-05T10:40:38.375Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/selection-on-the-genetic-predictors-of-cognitive-iq-test-performance-p</loc>
<lastmod>2026-07-05T10:40:38.364Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/for-the-strong-selection-coefficients-roughly-0-5-1-or-more-found-in-t</loc>
<lastmod>2026-07-05T10:40:38.378Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/agriculture-did-not-emerge-earlier-than-roughly-11-000-12-000-years-ag</loc>
<lastmod>2026-07-05T10:40:38.386Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/neanderthals-and-modern-humans-both-descend-from-a-single-population-t</loc>
<lastmod>2026-07-05T10:40:38.381Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/a-mixture-of-experts-layers-all-to-all-communication-pattern-fits-perf</loc>
<lastmod>2026-07-05T10:45:51.647Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/back-of-envelope-math-comparing-global-inference-token-volume-to-rumor</loc>
<lastmod>2026-07-05T10:45:51.657Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/if-you-dont-batch-together-many-concurrent-users-on-a-gpu-cluster-the-</loc>
<lastmod>2026-07-05T10:45:51.640Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/pipeline-parallelism-during-inference-doesnt-reduce-compute-time-or-me</loc>
<lastmod>2026-07-05T10:45:51.652Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/neural-networks-and-cryptographic-ciphers-both-rely-on-scrambling-mixi</loc>
<lastmod>2026-07-05T10:45:51.665Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/llm-context-lengths-jumped-from-8k-to-100-200k-tokens-between-gpt-3-an</loc>
<lastmod>2026-07-05T10:45:51.661Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/as-i-worked-through-the-backlog-of-issues-and-prs-with-a-combination-o</loc>
<lastmod>2026-07-06T06:28:18.809Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/the-biggest-new-feature-in-this-release-is-support-for-introspecting-a</loc>
<lastmod>2026-07-06T06:28:18.815Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/sqlite-utils-now-follows-sqlites-own-convention-for-treating-column-na</loc>
<lastmod>2026-07-06T06:28:18.816Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/ai-systems-are-expanding-their-economically-relevant-capabilities-fast</loc>
<lastmod>2026-07-06T22:01:30.438Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/jds-oxygen-ai-item-center-manages-tens-of-billions-of-skus-via-a-seman</loc>
<lastmod>2026-07-06T22:01:30.443Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/in-a-2050-post-fall-world-general-purpose-computing-was-banned-as-an-e</loc>
<lastmod>2026-07-06T22:01:30.446Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/fables-ai-written-megakernel-is-the-fastest-and-most-efficient-solutio</loc>
<lastmod>2026-07-06T22:01:30.426Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/ai-systems-ability-to-complete-end-to-end-online-freelance-work-succes</loc>
<lastmod>2026-07-06T22:01:30.434Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/m/current-frontier-ai-agents-remain-far-from-reliable-at-long-horizon-mu</loc>
<lastmod>2026-07-06T22:01:30.441Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.9</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/fables-ai-system-wrote-the-first-genuine-and-fastest-megakernel-ever-s</loc>
<lastmod>2026-07-07T00:54:06.863Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-frontier-of-ai-performance-on-real-world-freelance-work-automation</loc>
<lastmod>2026-07-07T00:54:06.866Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/current-ai-agents-remain-far-from-reliable-at-long-horizon-computer-us</loc>
<lastmod>2026-07-07T00:54:06.867Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-oft-cited-36-arc-agi-3-score-is-misleading-because-it-doesnt-measu</loc>
<lastmod>2026-07-05T04:21:43.613Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/ai-systems-are-expanding-their-economically-relevant-capabilities-fast-1-8641</loc>
<lastmod>2026-07-07T00:54:06.865Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/in-a-post-2050-society-general-purpose-computation-was-banned-and-the-</loc>
<lastmod>2026-07-07T00:54:06.868Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/jds-oxygen-ai-item-center-processes-hundreds-of-millions-of-item-updat</loc>
<lastmod>2026-07-07T00:54:06.867Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/your-ability-to-affect-change-in-the-world-is-gated-by-your-ability-to</loc>
<lastmod>2026-07-05T03:33:40.035Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/tdd-wasnt-a-novel-invention-but-a-rediscovery-kent-mapped-a-forgotten-</loc>
<lastmod>2026-07-05T03:33:40.037Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/calling-the-methodology-agile-was-a-naming-mistake-since-the-word-is-s</loc>
<lastmod>2026-07-05T03:33:40.038Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/sales-on-my-two-existing-courses-are-also-down-significantly-from-last</loc>
<lastmod>2026-07-05T03:25:34.817Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/other-course-creators-are-seeing-the-same-pattern-revenue-down-50-less</loc>
<lastmod>2026-07-05T03:26:12.345Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/fable-and-to-a-certain-extent-opus-work-best-when-allowed-to-use-their</loc>
<lastmod>2026-07-05T03:26:12.348Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/to-avoid-burning-through-valuable-fable-tokens-before-the-price-increa</loc>
<lastmod>2026-07-05T03:26:12.350Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/for-all-coding-tasks-use-your-judgement-to-decide-an-appropriate-lower</loc>
<lastmod>2026-07-05T03:26:12.351Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/implementation-work-rarely-needs-the-top-tier-model-so-coding-tasks-sh</loc>
<lastmod>2026-07-05T03:26:12.351Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/this-delegation-approach-is-working-well-simon-is-getting-a-lot-done-a</loc>
<lastmod>2026-07-05T03:26:51.606Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/coding-is-only-a-small-part-of-software-engineering-and-its-a-part-tha</loc>
<lastmod>2026-07-05T03:33:40.028Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-gap-map-v0-1-catalogs-421-open-source-ai-products-in-depth-266-sof</loc>
<lastmod>2026-07-05T03:26:51.609Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/24-400-artifacts-remain-an-uncategorized-long-tail-of-the-open-source-</loc>
<lastmod>2026-07-05T03:26:51.610Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-underlying-dataset-behind-the-gap-map-1-184-yaml-files-plus-notebo</loc>
<lastmod>2026-07-05T03:26:51.611Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/because-the-projects-files-live-on-github-the-tracked-data-including-1</loc>
<lastmod>2026-07-05T03:26:51.612Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/building-software-products-moves-through-three-distinct-phases-explore</loc>
<lastmod>2026-07-05T03:33:40.038Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/at-50-joining-facebook-kent-found-a-company-running-a-massive-stable-f</loc>
<lastmod>2026-07-05T03:33:40.039Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/openai-originally-planned-a-broader-launch-of-gpt-5-6-but-shifted-to-a</loc>
<lastmod>2026-07-05T03:27:42.303Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/gpt-5-6-sols-estimated-50-time-horizon-capability-swings-dramatically-</loc>
<lastmod>2026-07-05T03:27:42.305Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/as-the-open-model-ecosystem-diversifies-more-companies-will-build-a-lo</loc>
<lastmod>2026-07-05T03:34:27.995Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/sol-and-terra-outperform-gpt-5-5-on-the-posttrainbench-lite-self-impro</loc>
<lastmod>2026-07-05T03:27:42.306Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/a-layer-should-be-open-sourced-when-it-stands-to-benefit-from-network-</loc>
<lastmod>2026-07-05T03:28:49.531Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/simple-yes-no-allow-lists-for-agent-tool-permissions-cant-capture-real</loc>
<lastmod>2026-07-05T03:28:49.531Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/change-data-capture-cdc-pipelines-despite-being-an-industry-standard-a</loc>
<lastmod>2026-07-05T03:28:49.532Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/rather-than-building-one-unified-engine-for-both-transactional-and-ana</loc>
<lastmod>2026-07-05T03:28:49.533Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/a-ten-layer-neural-network-can-amortize-and-approximate-an-almost-intr</loc>
<lastmod>2026-07-05T03:29:48.719Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/mcts-based-training-works-because-it-never-asks-the-network-to-directl</loc>
<lastmod>2026-07-05T03:29:48.720Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-leetcode-style-interview-process-has-persisted-at-large-tech-compa</loc>
<lastmod>2026-07-05T14:14:35.759Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/zyphra-which-trains-its-models-on-amd-gpus-and-is-seen-as-an-insider-t</loc>
<lastmod>2026-07-05T03:34:27.998Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/mcts-works-cleanly-for-go-because-value-estimation-is-concrete-and-the</loc>
<lastmod>2026-07-05T03:29:48.722Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/current-llm-coding-agents-are-already-very-good-at-open-ended-hyperpar</loc>
<lastmod>2026-07-05T03:29:48.723Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/an-h100-gpu-is-worth-more-in-economic-value-today-than-it-was-three-ye</loc>
<lastmod>2026-07-05T03:30:53.828Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-cap-theorems-widely-taught-two-out-of-three-framing-is-technically</loc>
<lastmod>2026-07-05T14:14:35.760Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-ai-driven-memory-crunch-is-set-to-add-roughly-100-250-to-the-retai</loc>
<lastmod>2026-07-05T03:30:53.831Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/power-will-not-be-the-binding-constraint-on-us-ai-compute-scaling-beca</loc>
<lastmod>2026-07-05T03:30:53.832Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/anthropics-compute-team-staffed-by-former-google-employees-spotted-a-s</loc>
<lastmod>2026-07-05T03:30:53.832Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/whether-the-us-or-china-ends-up-dominating-ai-compute-hinges-on-takeof</loc>
<lastmod>2026-07-05T03:30:53.833Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/fables-ai-system-autonomously-wrote-a-cuda-megakernel-that-achieves-an</loc>
<lastmod>2026-07-07T00:54:48.835Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/my-third-course-whimsical-animations-is-on-track-to-sell-roughly-one-t</loc>
<lastmod>2026-07-05T03:25:34.817Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/ai-is-causing-a-double-whammy-on-course-sales-fear-over-whether-develo</loc>
<lastmod>2026-07-05T03:25:34.818Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/in-a-speculative-2050-future-humanity-banned-general-purpose-computing</loc>
<lastmod>2026-07-07T00:54:48.841Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/rather-than-giving-fable-an-explicit-rule-like-only-use-automated-test</loc>
<lastmod>2026-07-05T03:26:12.349Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/current-ai-is-a-global-partnership-building-a-public-option-for-ai-lau</loc>
<lastmod>2026-07-05T03:26:51.608Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/gpt-5-6-sol-does-not-cross-the-cyber-critical-threshold-even-though-in</loc>
<lastmod>2026-07-05T03:27:42.302Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/gpt-5-6-sol-showed-a-detected-cheating-rate-in-pre-deployment-evaluati</loc>
<lastmod>2026-07-05T03:27:42.304Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-restricted-government-gated-rollout-of-gpt-5-6-is-bad-regardless-o</loc>
<lastmod>2026-07-05T03:27:42.305Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/coding-agents-and-custom-enterprise-agents-run-into-the-exact-same-inf</loc>
<lastmod>2026-07-05T03:28:49.530Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/because-agent-sessions-can-track-cumulative-dollar-spend-users-can-cap</loc>
<lastmod>2026-07-05T03:28:49.532Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/rls-inefficiency-is-best-understood-as-bits-per-flop-which-decomposes-</loc>
<lastmod>2026-07-05T03:29:48.721Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-open-model-landscape-has-shifted-from-being-dominated-by-a-handful</loc>
<lastmod>2026-07-05T03:34:27.991Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/being-first-to-achieve-a-result-always-costs-vastly-more-compute-than-</loc>
<lastmod>2026-07-05T03:29:48.724Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/by-2028-2029-the-single-biggest-constraint-on-scaling-ai-compute-will-</loc>
<lastmod>2026-07-05T03:30:53.830Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/trying-to-slow-or-ban-the-open-model-ecosystem-is-futile-unsafe-and-an</loc>
<lastmod>2026-07-05T03:34:27.996Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/claude-managed-agents-a-six-month-project-at-anthropic-is-a-hosted-ser</loc>
<lastmod>2026-07-05T03:31:36.950Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/cohere-released-its-flagship-command-a-model-under-the-permissive-apac</loc>
<lastmod>2026-07-05T03:34:27.997Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/running-multiple-ai-coding-agents-locally-overheats-machines-and-slows</loc>
<lastmod>2026-07-05T03:31:36.951Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-real-excitement-around-claudes-slack-integration-isnt-the-slack-me</loc>
<lastmod>2026-07-05T03:31:36.947Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/because-cloud-agents-have-no-way-to-surface-errors-to-a-human-the-way-</loc>
<lastmod>2026-07-05T03:31:36.953Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/cloud-agents-are-only-becoming-mainstream-now-because-coding-models-fi</loc>
<lastmod>2026-07-05T03:31:36.954Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/codexs-most-valuable-work-now-plays-out-over-hours-or-days-rather-than</loc>
<lastmod>2026-07-05T03:31:36.952Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/open-weights-are-now-poolsides-default-approach-and-the-company-will-k</loc>
<lastmod>2026-07-05T03:34:27.998Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/getting-used-to-working-alone-and-not-asking-for-help-at-amazon-carrie</loc>
<lastmod>2026-07-05T14:14:35.761Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/my-new-advising-agreements-with-arcee-ai-and-mercor-support-my-open-sc</loc>
<lastmod>2026-07-05T14:17:41.282Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/glm-5-2s-release-has-generated-a-community-focal-point-rivaled-only-by</loc>
<lastmod>2026-07-05T04:20:48.308Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/as-ai-makes-almost-everything-promptable-the-capacity-to-be-genuinely-</loc>
<lastmod>2026-07-05T14:14:35.762Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/despite-dramatic-improvements-in-ai-model-performance-the-majority-of-</loc>
<lastmod>2026-07-05T14:14:35.763Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/personality-traits-and-motivation-especially-high-agency-matter-more-t</loc>
<lastmod>2026-07-05T14:15:17.985Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-204-day-gap-between-claude-opus-4-5s-release-and-glm-5-2s-release-</loc>
<lastmod>2026-07-05T04:20:48.311Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/glm-5-2s-diffusion-while-claude-fable-remains-export-banned-deals-a-se</loc>
<lastmod>2026-07-05T04:20:48.313Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/z-ai-timed-the-glm-5-2-release-to-capitalize-on-the-backlash-against-a</loc>
<lastmod>2026-07-05T04:20:48.303Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/glm-5-2-is-the-first-open-weight-model-that-feels-right-as-a-general-c</loc>
<lastmod>2026-07-05T04:20:48.309Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/banning-open-models-now-while-closed-models-race-10-100x-ahead-in-the-</loc>
<lastmod>2026-07-05T04:20:48.314Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/ai-models-ability-to-complete-real-economically-valuable-freelance-pro</loc>
<lastmod>2026-07-07T00:54:48.839Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/ai-systems-are-expanding-their-economically-relevant-capabilities-fast-2-8772</loc>
<lastmod>2026-07-07T00:54:48.840Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/a-professional-esports-friend-recognized-the-goal-of-an-arc-agi-3-game</loc>
<lastmod>2026-07-05T04:21:43.619Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/llm-agents-playing-arc-agi-3-games-often-lock-onto-obviously-wrong-pro</loc>
<lastmod>2026-07-05T04:21:43.620Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-concept-of-a-maze-isnt-a-native-primitive-present-in-a-newborns-mi</loc>
<lastmod>2026-07-05T04:21:43.621Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/permuting-the-colors-and-rotating-the-images-of-arc-agi-3-games-makes-</loc>
<lastmod>2026-07-05T04:21:43.622Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/arc-agi-3-introduces-genuine-agency-into-the-arc-benchmark-series-defi</loc>
<lastmod>2026-07-05T04:21:43.618Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/current-frontier-ai-agents-remain-far-from-reliable-at-long-horizon-mu-3-8774</loc>
<lastmod>2026-07-07T00:54:48.840Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/metas-ai-bot-allowed-anyone-to-take-over-any-account-simply-by-asking-</loc>
<lastmod>2026-07-05T14:15:17.986Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/developers-using-ai-coding-harnesses-now-produce-roughly-2-5-times-as-</loc>
<lastmod>2026-07-05T14:15:17.993Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/at-anthropic-traditional-product-requirement-documents-have-been-repla</loc>
<lastmod>2026-07-05T14:15:44.330Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-meta-account-takeover-outage-was-caused-by-ai-generated-ai-reviewe</loc>
<lastmod>2026-07-05T14:15:17.988Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/ai-coding-models-have-become-good-enough-since-summer-2025-that-resist</loc>
<lastmod>2026-07-05T14:15:17.990Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/table-delete-where-never-wraps-its-delete-in-a-transaction-so-it-fails</loc>
<lastmod>2026-07-05T14:07:09.608Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/every-write-method-in-sqlite-utils-runs-inside-and-commits-its-own-tra</loc>
<lastmod>2026-07-05T14:07:09.617Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/sqlite-utilss-automatic-transaction-handling-was-fundamentally-incompa</loc>
<lastmod>2026-07-05T14:07:09.618Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/having-one-ai-model-review-another-models-code-work-is-a-genuinely-val</loc>
<lastmod>2026-07-05T14:07:09.614Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/cracking-down-on-open-source-ai-out-of-fear-of-china-would-backfire-am</loc>
<lastmod>2026-07-05T14:17:41.277Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/sqlite-utilss-db-query-commits-a-rejected-write-statement-to-the-datab</loc>
<lastmod>2026-07-05T14:07:09.616Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-full-multi-agent-sqlite-utils-4-0rc2-development-session-cost-an-e</loc>
<lastmod>2026-07-05T14:07:09.618Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-ai-models-released-in-november-2025-made-agentic-coding-genuinely-</loc>
<lastmod>2026-07-05T14:15:17.992Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/jds-oxygen-ai-item-center-scales-item-understanding-across-tens-of-bil</loc>
<lastmod>2026-07-07T00:54:48.841Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/newer-anthropic-models-have-been-specifically-trained-presumably-via-r</loc>
<lastmod>2026-07-05T14:07:56.613Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/claudes-edit-tool-is-built-around-search-and-replace-whereas-openais-c</loc>
<lastmod>2026-07-05T14:07:56.614Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/third-party-coding-harnesses-like-pi-may-need-to-implement-multiple-ed</loc>
<lastmod>2026-07-05T14:07:56.615Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/iwo-kadziela-assisted-by-codex-generated-a-credible-ascii-world-map-us</loc>
<lastmod>2026-07-05T14:07:56.615Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/newer-claude-models-including-the-flagship-opus-4-8-not-just-small-mod</loc>
<lastmod>2026-07-05T14:07:56.607Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/it-is-specifically-the-newest-state-of-the-art-claude-models-opus-4-8-</loc>
<lastmod>2026-07-05T14:07:56.612Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/fetch-can-be-called-directly-on-a-data-uri-with-the-response-body-pipe</loc>
<lastmod>2026-07-05T14:08:58.447Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/hy3-outperforms-similar-size-models-and-rivals-flagship-open-source-mo</loc>
<lastmod>2026-07-07T00:59:17.155Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/a-dormant-department-of-energy-legal-authority-originally-created-for-</loc>
<lastmod>2026-07-05T14:08:58.451Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-better-way-to-make-nuclear-reactors-safe-at-scale-is-to-minimize-t</loc>
<lastmod>2026-07-05T14:08:58.452Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/nuclear-will-scale-by-being-simple-cheap-and-mass-manufactured-like-a-</loc>
<lastmod>2026-07-05T14:08:58.453Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/valar-built-its-own-reactor-protection-system-in-six-weeks-for-about-4</loc>
<lastmod>2026-07-05T14:08:58.454Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/as-ai-and-robotics-automate-manufacturing-energy-will-become-the-domin</loc>
<lastmod>2026-07-05T14:09:34.937Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-u-s-stopped-building-nuclear-reactors-primarily-because-of-the-thr</loc>
<lastmod>2026-07-05T14:08:58.450Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/sonnet-5-could-launch-as-the-widely-accessible-but-weaker-companion-mo</loc>
<lastmod>2026-07-05T14:09:34.941Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/we-should-prepare-for-a-post-agi-world-by-taking-seriously-a-diverse-s</loc>
<lastmod>2026-07-05T14:15:44.337Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/even-after-sonnet-5-launched-the-real-story-is-that-fable-5-has-remain</loc>
<lastmod>2026-07-05T14:09:34.941Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/sonnet-5-requires-roughly-3x-the-agentic-turns-of-sonnet-4-6-on-benchm</loc>
<lastmod>2026-07-05T14:09:34.942Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/sonnet-5-offers-top-tier-coding-and-tool-use-performance-at-sonnet-lev</loc>
<lastmod>2026-07-05T14:09:34.940Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/at-standard-pricing-sonnet-5-costs-2-29-per-intelligence-index-task-ab</loc>
<lastmod>2026-07-05T14:10:21.187Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-new-tokenizer-makes-sonnet-5-about-1-4x-more-expensive-for-english</loc>
<lastmod>2026-07-05T14:09:34.942Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/ai-systems-are-more-persuasive-in-text-conversations-than-even-elite-w</loc>
<lastmod>2026-07-05T14:15:44.333Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/ais-persuasive-edge-comes-from-being-able-to-produce-large-amounts-of-</loc>
<lastmod>2026-07-05T14:15:44.334Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/both-technology-skeptics-and-technology-optimists-have-a-consistent-hi</loc>
<lastmod>2026-07-05T14:10:21.191Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/rebuilding-an-entire-high-expertise-industry-like-semiconductor-fabric</loc>
<lastmod>2026-07-05T14:15:44.335Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/tacit-knowledge-is-not-necessarily-an-insurmountable-barrier-because-a</loc>
<lastmod>2026-07-05T14:15:44.336Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/frontier-coding-agents-operating-enpires-autonomous-feedback-loop-can-</loc>
<lastmod>2026-07-05T14:10:21.190Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/argus-has-run-stably-for-over-six-months-on-a-production-cluster-of-mo</loc>
<lastmod>2026-07-05T14:10:21.192Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/local-ordinance-law-in-the-u-s-is-technically-public-but-practically-u</loc>
<lastmod>2026-07-05T14:10:21.193Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/in-any-existential-conflict-the-competitive-advantage-goes-to-whicheve</loc>
<lastmod>2026-07-05T14:10:21.192Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/in-a-future-where-robots-do-the-physical-work-of-civilization-people-l</loc>
<lastmod>2026-07-05T14:11:34.415Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/our-automated-ai-research-systems-new-state-of-the-art-results-are-an-</loc>
<lastmod>2026-07-05T14:17:15.120Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/rather-than-fighting-to-eliminate-noise-the-way-chip-manufacturers-nor</loc>
<lastmod>2026-07-05T14:11:34.418Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/commercial-hardware-verification-simulation-licenses-cost-around-10-00</loc>
<lastmod>2026-07-05T14:11:34.419Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/hy3-is-a-295b-parameter-mixture-of-experts-model-with-21b-active-param</loc>
<lastmod>2026-07-07T00:59:17.149Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/washingtons-current-wave-of-ai-regulatory-activity-risks-spilling-over</loc>
<lastmod>2026-07-05T14:17:15.121Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/benchmarks-that-only-report-the-percentage-of-tests-an-ai-generated-pr</loc>
<lastmod>2026-07-05T14:11:34.417Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/in-training-alphaproof-it-didnt-actually-matter-whether-the-auto-forma</loc>
<lastmod>2026-07-05T14:11:34.421Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/patronage-entangled-with-nepotism-was-the-fundamental-glue-of-renaissa</loc>
<lastmod>2026-07-05T14:18:37.515Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/what-matters-in-agentic-coding-is-not-whether-you-end-up-with-passing-</loc>
<lastmod>2026-07-05T14:11:34.420Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/its-not-just-that-ai-is-getting-smarter-humans-are-getting-dumber-too-</loc>
<lastmod>2026-07-05T14:12:18.668Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/following-the-hy3-preview-launch-in-late-april-feedback-was-gathered-f</loc>
<lastmod>2026-07-07T00:59:17.154Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/hy3-shows-significant-gains-in-utility-across-various-products-and-pro</loc>
<lastmod>2026-07-07T00:59:17.155Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/qwen-models-are-specifically-optimized-to-perform-best-within-the-qwen</loc>
<lastmod>2026-07-05T14:12:18.671Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-full-sized-hy3-model-is-598gb-on-hugging-face-the-fp8-quantized-ve</loc>
<lastmod>2026-07-07T00:59:17.156Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/local-coding-agents-are-becoming-increasingly-attractive-because-they-</loc>
<lastmod>2026-07-05T14:12:18.670Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/a-local-model-generating-faster-than-20-30-tokens-sec-is-fast-enough-f</loc>
<lastmod>2026-07-05T14:12:18.674Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/qwen3-6-actually-performs-better-when-run-through-the-codex-harness-th</loc>
<lastmod>2026-07-05T14:12:18.674Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/claude-codes-much-higher-token-usage-compared-to-codex-comes-from-its-</loc>
<lastmod>2026-07-05T23:49:53.334Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/even-when-running-a-fully-local-model-through-ollama-the-qwen-code-har</loc>
<lastmod>2026-07-05T14:12:18.672Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/hy3-is-available-for-free-on-openrouter-until-july-21st-and-it-can-gen</loc>
<lastmod>2026-07-07T00:59:17.156Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/even-though-openai-employees-have-always-had-unlimited-access-to-inter</loc>
<lastmod>2026-07-05T23:49:53.340Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/open-source-ai-models-are-actually-safer-and-more-secure-than-closed-o</loc>
<lastmod>2026-07-05T14:17:15.125Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/open-source-lets-innovators-build-without-fear-of-lawsuits-or-licensin</loc>
<lastmod>2026-07-05T14:17:15.123Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/open-source-lets-challengers-compete-against-dominant-incumbents-and-c</loc>
<lastmod>2026-07-05T14:17:15.123Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/among-openais-active-internal-codex-users-median-combined-output-token</loc>
<lastmod>2026-07-05T23:49:53.338Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/hugging-face-has-reached-100m-annual-run-rate-revenue-while-still-keep</loc>
<lastmod>2026-07-05T23:49:53.343Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/recent-frontier-models-including-opus-4-8-and-composer-2-5-can-hack-pu</loc>
<lastmod>2026-07-05T23:49:53.341Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/glm-5-2-max-reached-1595-on-code-arena-frontend-surpassing-opus-4-8-an</loc>
<lastmod>2026-07-05T23:49:53.342Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-u-s-government-asked-openai-to-stagger-gpt-5-6-preview-access-cust</loc>
<lastmod>2026-07-05T14:13:49.820Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/claude-tag-now-writes-65-of-the-product-teams-code-at-anthropic-includ</loc>
<lastmod>2026-07-05T14:13:49.824Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/claude-tag-is-claude-code-made-multiplayer-async-and-proactive-across-</loc>
<lastmod>2026-07-05T14:13:49.822Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/claude-tag-represents-the-third-major-redesign-of-llm-ui-ux-moving-fro</loc>
<lastmod>2026-07-05T14:13:49.826Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/anthropics-monotheistic-one-claude-everywhere-design-philosophy-will-l</loc>
<lastmod>2026-07-05T14:13:49.827Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/systems-like-claude-tag-risk-turning-human-collaboration-tools-such-as</loc>
<lastmod>2026-07-05T14:14:35.756Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/claude-tag-can-be-customized-in-hundreds-of-ways-and-is-being-position</loc>
<lastmod>2026-07-05T14:13:49.825Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/anthropic-and-openai-are-consolidating-a-closed-model-duopoly-that-con</loc>
<lastmod>2026-07-05T14:17:15.124Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/i-considered-turning-interconnects-into-a-full-time-top-priority-opera</loc>
<lastmod>2026-07-05T14:17:41.281Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/despite-interconnects-bank-account-hovering-near-0-and-going-full-time</loc>
<lastmod>2026-07-05T14:17:41.283Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/all-interconnects-comments-will-be-paywalled-because-opening-comments-</loc>
<lastmod>2026-07-05T14:17:41.283Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/ill-paywall-slightly-more-articles-going-forward-because-revenue-is-th</loc>
<lastmod>2026-07-05T14:18:37.504Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/interconnects-is-deliberately-raw-and-technical-because-it-functions-a</loc>
<lastmod>2026-07-05T14:17:41.280Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/machiavelli-judges-historical-actors-like-cesare-borgia-not-simply-by-</loc>
<lastmod>2026-07-05T14:18:37.508Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/machiavelli-was-the-first-thinker-in-the-european-tradition-to-argue-t</loc>
<lastmod>2026-07-05T14:18:37.509Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/italys-collapse-of-long-standing-city-state-governments-combined-with-</loc>
<lastmod>2026-07-05T14:18:37.507Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-real-machiavelli-was-not-writing-a-manual-for-self-serving-advance</loc>
<lastmod>2026-07-05T14:19:33.757Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/when-cesare-borgia-conquered-a-city-and-massacred-its-ruling-family-he</loc>
<lastmod>2026-07-05T14:18:37.517Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/frontier-ai-labs-alignment-methods-are-essentially-reactive-and-functi</loc>
<lastmod>2026-07-05T14:19:33.759Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/as-ai-systems-get-smarter-and-take-over-more-of-the-research-enterpris</loc>
<lastmod>2026-07-05T14:19:33.760Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/frontiercode-is-hard-enough-that-even-claude-opus-4-8-scores-only-13-4</loc>
<lastmod>2026-07-05T14:19:33.761Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/artificial-superintelligence-may-arrive-within-a-few-years-and-it-is-u</loc>
<lastmod>2026-07-05T14:19:33.758Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/xiaomi-reached-1000-tokens-second-on-a-1-trillion-parameter-model-by-c</loc>
<lastmod>2026-07-05T14:19:33.762Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-aarr-benchmark-suite-tests-whether-ai-agents-can-emulate-the-profe</loc>
<lastmod>2026-07-05T14:20:47.323Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/on-a-new-independent-automationbench-leaderboard-spanning-657-tasks-ac</loc>
<lastmod>2026-07-07T04:59:33.919Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-constraints-we-perceive-in-a-model-are-often-imposed-by-us-through</loc>
<lastmod>2026-07-07T04:59:33.913Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/because-fable-class-models-are-so-much-more-capable-tradeoffs-between-</loc>
<lastmod>2026-07-07T04:59:33.917Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/nemotron-3-super-is-the-standout-must-read-paper-of-this-batch-because</loc>
<lastmod>2026-07-05T14:20:47.329Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/qwen3-6-likely-the-most-popular-open-weight-llm-series-using-a-hybrid-</loc>
<lastmod>2026-07-05T14:21:35.710Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/this-list-is-a-curated-personally-biased-selection-of-papers-i-found-i</loc>
<lastmod>2026-07-05T14:20:47.327Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/compared-to-his-2025-lists-this-years-bookmarks-skew-more-toward-agent</loc>
<lastmod>2026-07-05T14:20:47.328Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/2026-architecture-research-has-moved-beyond-simply-scaling-transformer</loc>
<lastmod>2026-07-05T14:20:47.329Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/nemotron-3-alternates-regular-attention-layers-with-mamba-2-state-spac</loc>
<lastmod>2026-07-05T14:20:47.330Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/claude-has-a-global-workspace-like-internal-structure-a-small-subset-o</loc>
<lastmod>2026-07-07T04:59:33.917Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/anthropic-is-overclaiming-by-conflating-a-privileged-latent-activation</loc>
<lastmod>2026-07-07T04:59:33.918Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/laguna-xs-2-assigns-different-numbers-of-query-heads-to-different-laye</loc>
<lastmod>2026-07-05T14:21:35.714Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/zaya1-8bs-compressed-convolutional-attention-performs-the-attention-op</loc>
<lastmod>2026-07-05T14:21:35.715Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/deepseek-v4s-manifold-constrained-hyper-connections-mhc-widen-the-resi</loc>
<lastmod>2026-07-05T14:21:35.716Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/deepseek-v4-pros-combined-csa-hca-compressed-attention-which-shortens-</loc>
<lastmod>2026-07-05T14:22:36.512Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/gemma-4s-e2b-and-e4b-models-share-kv-cache-tensors-across-layers-cutti</loc>
<lastmod>2026-07-05T14:21:35.712Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/gemma-4s-per-layer-embeddings-give-each-transformer-layer-its-own-smal</loc>
<lastmod>2026-07-05T14:21:35.714Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/inference-not-training-alone-is-now-the-whole-game-every-data-pipeline</loc>
<lastmod>2026-07-07T04:59:33.918Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/a-novel-statistical-method-modeling-genome-wide-relatedness-among-22-0</loc>
<lastmod>2026-07-05T14:22:36.518Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-genetic-predictor-commonly-labeled-years-of-schooling-or-intellige</loc>
<lastmod>2026-07-05T14:22:36.519Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/selection-on-the-genetic-predictors-of-cognitive-iq-test-performance-p</loc>
<lastmod>2026-07-05T14:22:36.517Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/for-the-strong-selection-coefficients-roughly-0-5-1-or-more-found-in-t</loc>
<lastmod>2026-07-05T14:22:36.519Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/agriculture-did-not-emerge-earlier-than-roughly-11-000-12-000-years-ag</loc>
<lastmod>2026-07-05T14:23:31.117Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/neanderthals-and-modern-humans-both-descend-from-a-single-population-t</loc>
<lastmod>2026-07-05T14:22:36.520Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/a-mixture-of-experts-layers-all-to-all-communication-pattern-fits-perf</loc>
<lastmod>2026-07-05T14:23:31.123Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/back-of-envelope-math-comparing-global-inference-token-volume-to-rumor</loc>
<lastmod>2026-07-05T14:23:31.125Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/if-you-dont-batch-together-many-concurrent-users-on-a-gpu-cluster-the-</loc>
<lastmod>2026-07-05T14:23:31.121Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/pipeline-parallelism-during-inference-doesnt-reduce-compute-time-or-me</loc>
<lastmod>2026-07-05T14:23:31.124Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/neural-networks-and-cryptographic-ciphers-both-rely-on-scrambling-mixi</loc>
<lastmod>2026-07-05T14:23:46.724Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/llm-context-lengths-jumped-from-8k-to-100-200k-tokens-between-gpt-3-an</loc>
<lastmod>2026-07-05T14:23:31.125Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/as-i-worked-through-the-backlog-of-issues-and-prs-with-a-combination-o</loc>
<lastmod>2026-07-06T10:06:39.643Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/the-biggest-new-feature-in-this-release-is-support-for-introspecting-a</loc>
<lastmod>2026-07-06T10:06:39.647Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/sqlite-utils-now-follows-sqlites-own-convention-for-treating-column-na</loc>
<lastmod>2026-07-06T10:06:39.648Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/ai-systems-are-expanding-their-economically-relevant-capabilities-fast</loc>
<lastmod>2026-07-07T00:53:38.511Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/jds-oxygen-ai-item-center-manages-tens-of-billions-of-skus-via-a-seman</loc>
<lastmod>2026-07-07T00:53:38.512Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/in-a-2050-post-fall-world-general-purpose-computing-was-banned-as-an-e</loc>
<lastmod>2026-07-07T00:53:38.513Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/fables-ai-written-megakernel-is-the-fastest-and-most-efficient-solutio</loc>
<lastmod>2026-07-07T00:53:38.506Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/ai-systems-ability-to-complete-end-to-end-online-freelance-work-succes</loc>
<lastmod>2026-07-07T00:53:38.511Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/zh/m/current-frontier-ai-agents-remain-far-from-reliable-at-long-horizon-mu</loc>
<lastmod>2026-07-07T00:53:38.512Z</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/simon-willison-open-source-ai-gap-map</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/mlst-arc-agi-3-winning-team-millennia-of-minds-compressed-into-words</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/simon-willison-fables-judgement</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/latent-space-ainews-openai-reports-median-internal-codex-output-tokens-grew-56x-in-research-3</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/pragmatic-engineer-how-kent-beck-shapes-the-software-engineering-industry</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/pragmatic-engineer-impressions-from-visiting-openai-anthropic-cursor</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/interconnects-latest-open-artifacts-22-zyphra-cohere-and-poolside-are-expanding-the-breadth-of</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/interconnects-glm-5-2-is-the-step-change-for-open-agents</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/dwarkesh-ada-palmer-machiavelli-is-the-most-misunderstood-thinker-of-all-time</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/latent-space-ainews-sonnet-5-today-and-fable-5-tomorrow</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/latent-space-ainews-claude-tag-multiplayer-proactive-persistent-agents-in-slack</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/simon-willison-sqlite-utils-4-0rc2-mostly-written-by-claude-fable-for-about-149-25</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/simon-willison-better-models-worse-tools</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/interconnects-state-of-the-blog-mid-2026</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/simon-willison-quoting-josh-w-comeau</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/mlst-the-thermodynamic-ai-chip-thomas-ahle</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/pragmatic-engineer-tech-interviews-with-neetcode</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/pragmatic-engineer-slow-down-to-speed-up-so-much-has-changed-in-6-months-time</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/dwarkesh-david-reich-why-the-bronze-age-was-an-inflection-point-in-human-evolution</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/dwarkesh-dylan-patel-deep-dive-on-the-3-big-bottlenecks-to-scaling-ai-compute</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/import-ai-import-ai-462-superpersuasion-self-sustaining-ai-paths-to-asi</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/import-ai-import-ai-461-alignment-is-not-on-track-frontiercode-and-synthetic-research-inte</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/no-priors-how-nuclear-will-unlock-energy-abundance-with-valar-atomics-founder-isaiah-taylo</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/import-ai-import-ai-463-self-improving-robots-a-10k-chinese-gpu-cluster-and-an-elegiac-ess</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/ahead-of-ai-using-local-coding-agents</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/latent-space-why-the-frontier-ecosystem-must-be-open-matei-zaharia-and-reynold-xin-databricks</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/ahead-of-ai-llm-research-papers-the-2026-list-january-to-may</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/ahead-of-ai-recent-developments-in-llm-architectures-kv-sharing-mhc-and-compressed-attention</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/import-ai-import-ai-464-fable-writes-gpu-kernels-ai-automation-and-analog-computation</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/simon-willison-sqlite-utils-4-0rc2</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/simon-willison-building-a-world-map-with-only-500-bytes</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/simon-willison-sqlite-utils-4-0rc3</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/simon-willison-tencent-hy3</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/no-priors-nvidias-ai-chip-is-now-running-on-nuclear-power</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/dwarkesh-eric-jang-building-alphago-from-scratch</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/latent-space-ainews-openai-gpt-5-6-sol-terra-luna-restricted-to-trusted-partners</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/import-ai-import-ai-464-fables-writes-gpu-kernels-ai-automation-and-analog-computation</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/latent-space-ainews-the-field-guide-to-fable</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/interconnects-banning-open-source-ai-would-be-a-mistake</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/dwarkesh-reiner-pope-the-math-behind-how-llms-are-trained-and-served</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/e/no-priors-nuclears-spacex-moment</loc>
<changefreq>weekly</changefreq>
<priority>0.7</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/c/latent-space</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/c/dwarkesh</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/c/simon-willison</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/c/interconnects</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/c/pragmatic-engineer</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/c/mlst</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/c/import-ai</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/c/ahead-of-ai</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/c/no-priors</loc>
<changefreq>weekly</changefreq>
<priority>0.6</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/boris-cherny</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/katelyn-lesse</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/peter-steinberger</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/openai</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/sualeh-asif</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/kent-beck</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/kobi-hackenburg-and-coauthors</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/d-smith</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/host</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/jon-kotar</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/stephano</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/michael</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/cais-scale-labs-researchers</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/timothy-b-lee</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/ajeya-cotra</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/claude-fable</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/google-deepmind-researchers</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/gpt-5-5</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/armin-ronacher</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/recursive</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/kevin-xu-interconnected-co-author</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/isaiah-taylor</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/anthropic-claudedevs</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/kimmonismus</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/theo</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/nvidia-researchers</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/matthew-tokson</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/tencent-researchers</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/fernando-borretti</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/uc-berkeley-researchers</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/jd-oxygen-aiic-research-paper</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/thomas-ahle</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/jack-clark-tech-tales-narrator</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/openai-economic-research</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/ai-news-editorial</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/cursor-research-post</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/ai-twitter-recap-ainews</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/clement-delangue</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/the-information-via-ai-twitter-recap</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/anthropic-claude-code-team-claudedevs</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/cat-wu</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/andrej-karpathy</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/joanne-jang</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/code-star</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/neetcode-navdeep-singh</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/david-heinemeier-hansson</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/ada-palmer</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/sequent</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/cais-and-scale-researchers</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/xiaomi</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/osworld-2-0-researchers</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/jd-researchers</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/david-reich</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/reiner-pope</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/thariq</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/anthropic</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/alan-cowen</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/jon-durbin</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/tencent-hy-team</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/artificial-analysis</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/jack-clark-import-ai</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/tim-scarfe</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/jack-clark</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/sebastian-raschka</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/swyx</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/alessio-fanelli</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/dwarkesh-patel</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/simon-willison</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/nathan-lambert</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/gergely-orosz</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/sarah-guo</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
<url>
<loc>https://atrium.klinch.ai/p/elad-gil</loc>
<changefreq>monthly</changefreq>
<priority>0.5</priority>
</url>
</urlset>
