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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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John Sikalias

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#small language model Open access Oct 2026

Trinity / Trinitas: A Complete Record of Five Months Teaching a Small Liquid-Substrate System to Speak on One 24 GB Workstation — Architecture, Instrument Culture, Results, Failures, and Retractions

A complete measured record (May–October 2026) of building and training a from-scratch liquid-substrate research system — a 331 M-parameter CfC/τ-band predictive world model and three ~27 M-parameter recurrent language policies — on a single Quadro RTX 6000 (24 GB, no hardware bf16), with no prebuilt weights and no huma...

John Sikalias · 0 citations

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