The Spectral Geometry of Thought: Phase Transitions, Instruction Reversal, Token-Level Dynamics, and Perfect Correctness Prediction in How Transformers Reason

Develop a real-time monitor for transformer spectral activation. This would allow developers to see when a model is 'thinking' vs 'retrieving' in real-time.

Suggested repo: spectrah

"Watch your transformer's spectral heartbeat during reasoning."

Estimated effort: 70h