Researcher Calls for RL Environments to Improve LLM Theory of Mind and Fix Inscrutable Writing
lateinteraction · x · 2026-08-12
Researcher lateinteraction points out that text generated by frontier models is becoming increasingly inscrutable. He pushes back against the narrative that models are simply "too smart" for humans, arguing instead that it's a degradation in writing style that needs recalibration.
He suggests that when RL'ing the next generation of LLMs, developers should add an environment specifically for Theory of Mind. Frontier models are upsettingly bad at putting themselves in the shoes of others (including their own past or future selves), a capability that seems highly tractable via RL.
Related event: Researcher Calls for RL to Improve LLM Theory of Mind(4 posts)→
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