Research
The current milestone program tests person state against strong history, summary, and scale controls. Older September notes below preserve the original model thesis and are marked as historical.
Current evidence and open gates
M0 and M2 active, Sim-C synthetic check passed, real-person decision value still open.
Research track · VoiceSpeech observations, with uncertainty
Offline observation is implemented. Core integration, streaming, and release remain gated.
Historical research notes
2026-09-14
Emotion is a surface pattern in every model you have used
Why frontier models miss crisis signals, forget how you felt, and flatter you when they should not. The failure is structural.
2026-09-14
The Emotional Operating System
Four components, injected into the residual stream.
2026-09-14
The bet, stated falsifiably
One falsifiable claim carries the whole company.
2026-09-14
What we are honest about
The objections we take seriously, stated by us before our critics.