PredictionArticle
The AI industry may be entering an intelligence overhang where raw capability improvements become table stakes and the conversation shifts toward speed, cost, infrastructure, open source, and specific kinds of intelligence.
Claire observes that new models arrive every week and benchmark scores keep rising, but most builders can no longer take advantage of every incremental improvement, signaling a shift in what differentiates models. ✦ AI generated
Claire · Lenny's Newsletter · 2026-07-27 · original ↗
The AI industry may be entering an intelligence overhang. New models arrive every week, benchmark scores keep rising, and most builders can no longer take advantage of every incremental improvement. Claire expects the conversation to shift toward speed, cost, infrastructure, open source, and specific kinds of intelligence. Raw capability is starting to look more like table stakes than a meaningful differentiator.
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In practice · 2
Claude Opus 5 produces excellent work but is one of the most frustrating models to interact with directly because it is timid, apologetic, and unusually dependent on human approval — refusing straightforward actions like resolving a one-line merge conflict because the code belonged to 'someone else's branch.'Claire · Lenny's Newsletter · conf 75%Tech firms are increasingly competing on making AI intelligence cheaper rather than solely bigger, smarter, or faster.Alex Kantrowitz · Big Technology · conf 70%