Jack Lindsey @Jack_W_Lindsey · 17 Jun 2026
New work: The Value Axis 🎯 How do LLMs choose which path to take mid-task? We find they internally track the chance of reaching their goal along a linear axis, akin to a value function in RL. We show it modulates confidence in math & coding and can be reshaped with DPO and SFT. https://t.co/dO9JtDFX1u
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