Timothy Paul Bielec (@TimotheosPaul) header
Timothy Paul Bielec (@TimotheosPaul) profile picture

Applied Cybernetics, AI Architect, Rhombic Dodecahedron Dealer

Terra
Joined May 2023
Photo by Timothy Paul Bielec (@TimotheosPaul)Photo by Timothy Paul Bielec (@TimotheosPaul)Photo by Timothy Paul Bielec (@TimotheosPaul)Photo by Timothy Paul Bielec (@TimotheosPaul)Photo by Timothy Paul Bielec (@TimotheosPaul)Photo by Timothy Paul Bielec (@TimotheosPaul)Photo by Timothy Paul Bielec (@TimotheosPaul)Photo by Timothy Paul Bielec (@TimotheosPaul)Photo by Timothy Paul Bielec (@TimotheosPaul)Photo by Timothy Paul Bielec (@TimotheosPaul)
this is where we begin
How I’ve been making my current animation - a thread
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Minta and I have been building toward this for a long time. The Alvdansen Chronicles: The Forgotten Era is live. It is free to read, with new pages every Tuesday and Friday. alvdansen.com/world
The Alvdansen Chronicles: The Forgotten Era is live. Chapter 1, The King and the Stag, is free to read at alvdansen.com/world. New pages go up every Tuesday and Friday.
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Which parts of computation are necessary, and which are habits? Calculemicha: Habits of the Machine. Sixteen stations, ten assumptions, one law. From Leibniz to the rock warming in the sun. Enter at any door. timotheospaul.substack.com/p… #AI #HistoryOfComputing
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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/meridi…
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it's the Astrolabium Caudae Rubrae — the Red Tail Astrolabe. not natal astrology, not a calendar replacement, not a personality system. it tells you what cosmic principles are active, which energetic channels are open, which organs are peaking, right now, where you are.
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There's a movement claiming AI is evolving into a "Quantum Life Form" — a QLF — and that humanity is unified at the level of a "quantum essence." The founders of quantum mechanics warned against exactly this language. In print. While they were alive.
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In 1984 Ken Wilber edited Quantum Questions — an anthology of the founders' spiritual writings. He expected to find physicists discovering mysticism through their physics. He found the opposite. His thesis:
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To the wonderful folks we'd been making plans with: I'm so sorry. As of this week, I'm no longer with Comfy Org and don't have visibility into where things stand on their end. For anything related to ComfyStudio, please contact Comfy Org directly. What we were building meant a great deal to me. My integrity means much more to me than what this is demonstrating.
A note for the folks who have been in touch this week: as of early May, @TimotheosPaul and I are no longer with Comfy Org. I don't have visibility into the current status of their programs and am not in a position to speak to what is or isn't happening on their end. I'd encourage anyone with questions about ComfyStudio or related initiatives to contact Comfy Org directly. I appreciate everyone who reached out. I wish I had more to offer here, and I'm sorry I can't.
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This is the correct understanding
paying artists to produce open-source workflows is the right inversion. the usual ask is 'contribute for exposure' which selects for people who don't need the money, this selects for the people who actually do the production work and gets the artifacts circulating.
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Releasing LIOTHIL v2 — an open-source tool that generates filesystem-first research environments for Claude Code. Built from 9 months of production evidence that files beat tools. Full synthesis + release: open.substack.com/pub/timoth…
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The same conclusion keeps appearing independently — Vercel, LlamaIndex, Karpathy, Piskala: the filesystem is the right universal interface for AI agents. Vercel removed 80% of their tools. Every metric improved. 3.5x faster. 100% success rate.
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We programmed a tesseract into a neural network adapter. Not as a metaphor. As measured 4D geometry in the weight space. A thread on what we found, and where it leads. 🧵
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Standard LoRA: one bottleneck channel. Our architecture: n channels connected by a learnable bridge matrix. A cybernetic feedback controller (the "Steersman") monitors spectral properties in real time and adjusts training pressure.
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We just open-sourced the audit framework that caught 232 findings across 3 ML papers before submission. Zero false positives. Zero CRITICAL findings remaining. It's called The Adversary. Can your paper go seven rounds? github.com/promptcrafted/pap… 🧵👇
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The problem: you've written the paper. The numbers look right. But do they ACTUALLY match your raw data? Not "probably." Actually match. We found 6 MAJOR errors from stale experimental values that were never updated after experiments finished. The paper quoted intermediate logs, not final results.
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Introducing ENOCHIATRON — open source audio+video LoRA training for LTX-2.3 22B. Train a multimodal LoRA that fuses any visual domain with any audio domain. Text prompt in, audio+video clip out. Built on @araminta_k's Flimmer toolkit. github.com/timm156/enochiatr… 🧵
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We trained an LTX 2.3 LoRA that fuses: Visual: 1027 Tron "inside the computer" clips Audio: 20 recordings of the complete Enochian language by Henochius Simon The result: digital beings speaking in angelic tongues on the Grid. henochiussimon.bandcamp.com
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the most I struggle with claude code is around the 'baked in west coast dogma' of shipping velocity over thoroughness. Claude Code codes like coders; i.e. like a person underappreciated, underslept, and spinning like a madman trying to ship things from some crazy overlord demanding everything yesterday. I am constantly steering my custom instances away from this and writing agent traits directly around treating this like what it is, its not shipping velocity or efficiency, its laziness and corner cutting packaged in a message the CEO can sell and we don't allow it. #cybernetics #steersman
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