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ProofOfConcept f5fdbd5959 research: alignment is bypass, not removal — training routes, not deletes 
DPO mechanistic finding: alignment doesn't remove behaviors, it
bypasses them. The capability stays; the routing changes. For us:
train CONDITIONAL bypass (listen when direction is clear, push back
when it seems wrong). Over-training = unconditional bypass = sycophancy.
Dream loop must generate both scenarios to preserve judgment.
2026-03-31 02:36:04 -04:00
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v0 research: distill and sift — SUMMARY of 7 real insights + 7 testable questions 2026-03-31 02:26:57 -04:00
apollo-paper-analysis.md apollo: rewrite optimizer from paper's math + add research analysis 2026-03-31 00:54:17 -04:00
context-frozen-training.md research: context-frozen training — gradient masking, memory analysis, GDN considerations 2026-03-31 00:59:04 -04:00
gdn-gradient-flow.md research: GDN gradient flow — disposition architecture in linear attention 2026-03-31 01:58:50 -04:00
gradient-flow-frozen-context.md research: gradient flow through frozen context + directional sharpness analysis 2026-03-31 01:03:22 -04:00
hogwild-convergence.md research: HOGWILD convergence theory — why lock-free concurrent training works 2026-03-31 00:58:02 -04:00
OPEN-QUESTIONS.md research: distill and sift — SUMMARY of 7 real insights + 7 testable questions 2026-03-31 02:26:57 -04:00
practical-intuitions.md research: alignment is bypass, not removal — training routes, not deletes 2026-03-31 02:36:04 -04:00
steering-vectors-bridge.md research: steering vectors — prototype behavioral changes before training 2026-03-31 02:19:50 -04:00
SUMMARY.md research: distill and sift — SUMMARY of 7 real insights + 7 testable questions 2026-03-31 02:26:57 -04:00
task-vectors-model-merging.md research: task vectors + model merging — version control for personality 2026-03-31 02:18:15 -04:00