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Archive: 2026-01-31_5

Retrospective and Predictions

Focus: Looking back at sessions _1 through _4. What worked, what didn't, what's next.
Type: Retrospective + testable predictions for future work
Builds On: 2026-01-31_4 (Pattern injection, unification, time-energy)

Papers

Retrospective: Jan 31 Sessions

What we learned across _1 through _4. Key results, dead ends, insights.

Predictions

Testable claims for future validation. Memory depth, LSTM, scaling.

Figures

Session Timeline

Visual overview of progress across all Jan 31 sessions.

Navigation

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Memory Traces: AC ↔ RNN dual visualization.

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Pattern injection, unification, time-energy, memory depth.