PMs: Master the Model Frontier to Outpace Researchers and Shape Roadmaps
realmadhuguru · x · 2026-09-01
For product managers, understanding the model frontier for your specific product and use cases offers immense alpha. You should be able to answer better than most frontier lab researchers and PMs: 1) What can models in each size category do well today? 2) Where does each model fail? 3) What workarounds can you use to overcome these failures? 4) Given the trajectory, what will these models likely be able to do in 2-3 months, and how should your roadmap adapt? This is now a core part of the PM job.
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