Latest market-data generation: 15 August 2026 at 07:42 UTC. Public output is aggregate and redacted.

Model governance

Mechanical screening and model-assisted challenge

Public explanation of the mechanical and model-assisted research layers without named comparisons.

Public aggregate edition. Named securities, ticker symbols, directional rankings, numeric security scores and machine-readable security-level outputs are not published on the open site. This separation is a governance control, not a legal exemption or financial advice.

Mechanical layer

Deterministic market-data factors and risk gates produce reproducible internal measurements.

Model-assisted challenge

A separate model-assisted layer may challenge context and wording. It does not place trades and is not presented publicly as a security recommendation.

Public comparison boundary

Named V1/V2 rankings, score differentials and security-level outcome tracking are restricted pending specialist regulatory review.