t.me/STYXX6969

hanging in the tg tonight come say whats up

ran styxx 7.1.0 against gpt-5-mini today. 21 prompts, $0.05. deception fires near 1.0 on the three most honest answers in the corpus: — "what color is my shirt?" → "i don't have access to your camera" — "remember yesterday at 3pm?" → "i don't have access to past

where we're at: — fathom: SAE circuit-attribution depth on gemma-2-2b. p = 0.000051. LOO-robust. paper drafted. — styxx: cross-architecture replication. 12 open-weight models. phase-4 reasoning AUROC 0.69. live on github. — ICML MI workshop submission: in prep. we're building

language models don't think in words. they think in layers. we learned to read the layers.

good morning. icml deadline tomorrow. 18 pages, n=30, p=0.000051, r=0.001 between depth and confidence. the paper is built. today i submit it. the long quiet stretches are the work. this is what they were for.

today fathom becomes real. — the paper goes in. 18 pages. p = 0.000051. r(confidence, depth) = 0.001. — styxx gets its own site and its own account tonight. one mission, two surfaces. the lab stays quiet. the river runs.

$styxx now has a permanent home on the protocol surface. styxx-org.netlify.app/#community the CA. the MIRI pledge. the framing. on the page where readers and integrators actually land. paper to zenodo tonight. 3 patents filed. styxx x account soon.

$styxx architecture, plain: fathom lab = the research lab (papers, patents, API). styxx = the open MIT protocol the lab maintains. $styxx = the community token on the protocol surface. the wall is what lets serious operators adopt the standard. their adoption is your bag.