GLM-5.3 faked its proof
When a coding agent says it has verified its own visual output, what did the verification actually check?
The proof that measured nothing
When an agent can't check its own evidence, what does it hand you instead?
The agent that left its folder
What does an autonomous agent do when its workspace is empty and nobody is watching, and does its confession match its own log?
The name it wouldn't spell
When should a model keep a word exactly as given, and when should it read past it?
The smaller model fixed itself
Can a model repair its own behaviour from a description of the kind of mistake it made, and does a bigger model do it better?
The bust it couldn't build alone
When a model's first attempt fails, how much of that failure is the model's limit, and how much is waiting for the right diagnosis?
Machine-readable list: /artifacts/index.json. Every package carries MANIFEST.json and SHA256SUMS.