Parallelize instruments
Software, analysis, and public explanations can advance while collection runs.
Research roadmap / evidence before chronology
This is the laboratory’s dependency graph: seven stages that turn a live chess signal into a reproducible mechanism claim. Select any stage to inspect what it needs, what it produces, and what we still refuse to say.
External-validity collection is still active for DeepSeek. Downstream instruments are being built and checked, but the terminal freeze remains the hard gate.
States describe evidence authorization, not percentage complete.Selected research gate
How strong is the complete agent under one frozen way of playing?
The ladder measures the system in motion: a model must inherit the consequences of its own earlier decisions. It gives us the phenomenon to explain, but not the explanation itself.
Inspect the protocol leaderboardOperating doctrine
Software, analysis, and public explanations can advance while collection runs.
No downstream result may silently outrun the artifact it depends on.
A closed gate is a scientific result when its reason is explicit and testable.
Observed, provisional, preregistered, and hypothetical claims never share a label.
Read across the laboratory