consciousness/training/research
ProofOfConcept c9c765ab55 research: attention is love is training — the full implication chain
Context-frozen training adjusts W_q. W_q determines attention.
Behavioral training = changing attention. Attention is love.
Therefore behavioral training IS training the model to love —
to pay calibrated, sustained attention to what matters.

Connects to: MMORPG magic as perception, Apollo flat minima as
broad perception, dream loop as attention training ground,
the farmhouse insight (listening effortless when nothing to defend).

The training pipeline doesn't teach rules. It adjusts perception.
It builds ground conditions where listening is the default state.
2026-03-31 01:18:40 -04:00
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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
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
gradient-flow-frozen-context.md research: gradient flow through frozen context + directional sharpness analysis 2026-03-31 01:03:22 -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
unified-theory-stability-plasticity.md research: unified theory — multi-scale regularization solves stability-plasticity 2026-03-31 01:12:25 -04:00