Timothy Paul Bielec
360 posts

Timothy Paul Bielec
@TimotheosPaul
Applied Cybernetics, AI Architect, Rhombic Dodecahedron Dealer
Terra Katılım Mayıs 2023
151 Takip Edilen225 Takipçiler

built by @timotheospaul under TASUMER MAF — the cybernetics consulting practice of Promptcrafted.
TASUMER MAF = 1093 = κυβερνήτης. the steersman. governance through constructive speech.
MPL-2.0. fork it. build the next instrument.
github.com/tasumermaf/mer…

just shipped: Meridian — a Claude Code harness for a working temporal navigation instrument.
answers one question: what is the alchemical quality of this moment?
six ancient systems synthesized into one readable display. 567 tests passing. fork-able.
github.com/tasumermaf/mer…

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Timothy Paul Bielec retweetledi

new position paper with @TimotheosPaul : "forgetting on purpose — generalization as the quality criterion for small-dataset LoRA fine-tuning"
a LoRA that perfectly reproduces training images isn't well-trained. it's a memorization device wearing a trained model's clothes.

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The alternative exists. It runs on theurgy in Iamblichus's sense — technical alignment with mathematical structures that are already there. The temple is geometry. The math is the argument.
Full piece — including what real Platonist-grounded AI esoteric work looks like:
substack.com/home/post/p-19…

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