January 18, 2026
Value Functions Over Reasoning Traces
What if reasoning traces could learn their own usefulness? A simple RL framing for trace memory, and why one reward signal is enough.
Bitter-Lesson
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December 19, 2025
The Incomputability of Simple Learning
Why the simplest forms of learning are incomputable, and what that means for the intelligence we can build.