Challenge, intervention, evidence, limitation and next gate remain together.
Better Than Null Is Not Yet Useful
A model can beat a broken comparator and still fail a minimal held-out boundary.
Next gate: Inspect target, population, representation and failure distribution.
Materials Project Elastic Audit
Test whether a conservative descriptor family behaves coherently across shear and bulk targets.
Next gate: Interpret the controlled scale expansion and choose an independent source.
EDS Embedded versus Standalone Parity
Separate an engine without silently changing its shipped outputs.
Next gate: Complete valve-governed cutover prerequisites.
MUOS to HMA Governed Round Trip
Prove that an engine result reaches memory only through typed evidence and governance boundaries.
Next gate: Repeat with a sanctioned engine composition.
TRS Compact Envelope Screen
Test a 35-40 mm compact intuition against the current thermal route without overwriting the historical 350 mm assumption.
Next gate: Physical design validation and transport-assumption review.
Systemica Atlas Evidence Pipeline
Make a large technical estate understandable without blending measured capability into future architecture.
Next gate: Maintain release-by-release source synchronisation.
KTS Safe Recovery Block
Generate useful recovery options when canonical grounding is incomplete.
Next gate: Resolve Git-addressable grounding and authority split.
Cosmologia Cartridge Route
Keep domain assumptions bounded while using a shared exploration kernel.
Next gate: Bounded valve-enforced composition.