ProofOfConcept
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ccca41849d
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research: task vectors + model merging — version control for personality
Task vectors (W_finetuned - W_pretrained) compose through arithmetic.
Train behavioral patterns separately, extract task vectors, compose
with TIES-merging. Result: personality as version control — each
behavioral pattern is a separate, tunable, removable vector.
Key steal: NEGATE unwanted behaviors (subtract τ_suggesting).
Key steal: ICL as warm start for fine-tuning (ICL task vector
initializes Apollo's moments). Key architecture: memory graph
nodes map 1:1 to task vectors. Graph = specification, vectors =
implementation, Apollo = compiler, merge recipe = build system.
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2026-03-31 02:18:15 -04:00 |
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