Prediction◆Article
A frontier lab's strategy should follow from the competitive landscape: with one or two dominant players, sell models at a high markup; with several tied labs, sell products; and with a narrow lead like OpenAI's and Anthropic's today, pull up the ladder and build products competitors cannot match with older tech.
The author lays out the strategic calculus for frontier labs, arguing that the almost-tied position of OpenAI and Anthropic makes the 'pull up the ladder' product play the likely best move. ✦ AI generated
Alex Kantrowitz · Big Technology · 2026-07-31 · original ↗
How you play this as a frontier AI lab is almost a simple calculation: If there are one or two players with the best models and a long lead over the competition, the best approach is to sell those AI models at a high markup and bank the margins. If there are several labs essentially tied, the strategy is to sell the best AI products built on top of the models. If you have a relatively narrow lead over the competition, as is the case with OpenAI and Anthropic today, then things get interesting. The best move may be to pull up the ladder and use your very best models to build products that your competitors cannot with previous-generation tech, especially if you're inevitably headed to a product battle anyway.
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- ·One or two dominant labs: sell models at high markup
- ·Several tied labs: sell best products built on models
- ·Narrow lead (OpenAI, Anthropic): pull up the ladder
- ·Use best models for products rivals can't match with old tech
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It is time to delete the assumption that frontier AI labs will always license their best models; increasingly it may be in their interest to hoard the intelligence and sell the products built with those models, not the models themselves.Alex Kantrowitz · Big Technology · conf 75%A crowded AI frontier won't make AI a pure commodity, but it will drive down the value of the best models sold on a meter, so AI profits will accrue mostly to those who build the best products on top of the models and those who own the compute.Alex Kantrowitz · Big Technology · conf 70%