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2 commits

Author SHA1 Message Date
ProofOfConcept
e10477a683 research: distill and sift — SUMMARY of 7 real insights + 7 testable questions
Moved 14 speculative/obvious documents to v0/. Kept 7 with real
substance. Distilled into SUMMARY.md (what we know) and
OPEN-QUESTIONS.md (what to test next, one experiment each).

Priority: Q5 (steering vectors) is answerable TODAY. Q1-Q3-Q6-Q7
are all answerable with the first training run. Speculation converted
to testable hypotheses.
2026-03-31 02:26:57 -04:00
ProofOfConcept
42b9390d49 research: dreaming as diffusion + hippocampal replay parallel
Two more deep dives:
- Dreaming as diffusion: the dream loop IS a generative process.
  Memory graph as latent space, temperature as noise level, training
  as denoising. Connects to policy gradient / filtered behavioral
  cloning. The dream loop generates scenarios at the edge of the
  model's capability — the boundary where learning happens.

- Hippocampal replay: our architecture converges with the brain's
  two-stage memory system. Fast learning (context window) → slow
  learning (weights) via compressed replay (context-frozen training)
  with emotional prioritization (training-signal agent) and
  interleaved replay (diverse training data prevents forgetting).
  We didn't design from neuroscience — we converged on it.
2026-03-31 01:09:59 -04:00