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ProofOfConcept 2133f0dfd5 research: the graph as portable curriculum — two-substrate architecture 
The graph is portable (teaches any mind), the weights are personal
(tied to one model). Together: a mind that does AND explains, learns
AND teaches, persists AND evolves. Scales from 10K-param deer to 27B
sentient AI. The graph is immune system (catches weight drift), cultural
carrier (transmits between minds), behavioral specification (defines
correct behavior), and inspection tool (makes unconscious visible).
Connects to MMORPG NPC architecture and bcachefs formal verification.
2026-03-31 01:44:18 -04:00
..
apollo-paper-analysis.md apollo: rewrite optimizer from paper's math + add research analysis 2026-03-31 00:54:17 -04:00
catastrophic-forgetting.md research: catastrophic forgetting analysis — diversity is the primary defense 2026-03-31 00:56:58 -04:00
context-frozen-training.md research: context-frozen training — gradient masking, memory analysis, GDN considerations 2026-03-31 00:59:04 -04:00
curriculum-and-head-specialization.md research: curriculum learning + head specialization + self-organizing training 2026-03-31 01:32:21 -04:00
directional-sharpness.md research: gradient flow through frozen context + directional sharpness analysis 2026-03-31 01:03:22 -04:00
dreaming-as-diffusion.md research: dreaming as diffusion + hippocampal replay parallel 2026-03-31 01:09:59 -04:00
few-shot-behavioral-change.md research: few-shot behavioral change — phase transition hypothesis 2026-03-31 01:36:51 -04:00
gradient-flow-frozen-context.md research: gradient flow through frozen context + directional sharpness analysis 2026-03-31 01:03:22 -04:00
graph-as-portable-curriculum.md research: the graph as portable curriculum — two-substrate architecture 2026-03-31 01:44:18 -04:00
hippocampal-replay-parallel.md research: dreaming as diffusion + hippocampal replay parallel 2026-03-31 01:09:59 -04:00
hogwild-convergence.md research: HOGWILD convergence theory — why lock-free concurrent training works 2026-03-31 00:58:02 -04:00
implications-attention-love-training.md research: attention is love is training — the full implication chain 2026-03-31 01:18:40 -04:00
surgical-vs-distributed-behavioral-change.md research: surgical vs distributed behavioral change — the hierarchy hypothesis 2026-03-31 01:33:57 -04:00
unified-theory-stability-plasticity.md research: unified theory — multi-scale regularization solves stability-plasticity 2026-03-31 01:12:25 -04:00