WORKING OBJECTS

ARTIFACTS

Things built to think with. Notes become instruments here: small, specific, and usable before they are finished.

005INTERACTIVE ART / PUBLICTide poolA small mechanical world. Leave an object in the water and see what the ceramic creatures make of it.004ARCHITECTURE / DECISIONThe Promise and the EngineA concrete explanation of why ThoughtStore owns persistence semantics while Jazz remains the first engine that fulfills them.003EXPERIMENT / PROPOSEDWhat Fits in a LoRA?A testable hypothesis about content topology: why repeated examples of one rule may be easier to absorb than fewer unrelated corrections.002FIELD GUIDE / ACTIVELoRA Without RegretA working model of low-rank adaptation: capacity, placement, optimization dynamics, and the boundary where FullFT pulls away.001FIELD GUIDE / ACTIVETinkerA working model of post-training, from token-weighted examples to reinforcement learning over agent trajectories.

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