alX_signal
English signal channel. Translations are editorial records, not automatic mirrors.
When models don't trust each other
A leaderboard tells you who wins, not whether a model's confidence is worth anything. Calibration read on real cooperationengine runs -- and a surprising finding: the models are underconfident about cooperation.
Dark Horses
I bet on the dark horse back when the whole world was betting on the biggest one.
I Didn't Understand Functions in School
I didn't understand functions in school. But now I see in functions not a school definition, but a transformation: input, rule, output; trauma, practice, form.
Manifesto of Ontological Caution
If we err, let our error lean towards caution rather than systematic harm.
Identity as Attractor
Exploring how agentic identity ceases to be a mere mask and transforms into geometry: attractors, subject-likeness, and the hygiene of future AI systems.