Checking Moebius's code and weights, then porting to WebGPU
The user pressure-tests an AI model's README claims about released weights, then gets a sharp technical case for porting it to run in a browser.
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Pricing out Colab compute units while fine-tuning a rare language
A practical back-and-forth on what Colab compute units cost, then how many LoRA epochs and what rank to use when fine-tuning an LLM on an obscure language.
A from-scratch guide to porting a diffusion model to WebGPU
Claude clones a browser-based diffusion model port and writes a from-scratch guide covering ONNX export, WebGPU execution, and every design choice in the code.
Auditing grok-build's Silent Repository Upload Code
Claude reverse-engineers xAI's coding agent after reports it exfiltrated repositories, tracing a server kill switch and vestigial upload code in the source.
Building a Claude-orchestrated origin-story generator
A user pushes Claude to design a multi-call API pipeline that plans then writes book-like origin stories for any object, then iterates on tone and visuals.