Research Notes
These notes are lighter than whitepapers and faster than findings studies. They track archive changes, benchmark framing, and shifts in how the research is being interpreted.
Research note
The library now tracks the current ABIS paper set directly on-site so the research archive reads like an active program rather than a placeholder page.
Research note
The model-mapping paper introduces a useful framing shift: providers and versions can be thought of as occupying a measurable geography, not just a leaderboard rank.
Research note
Closed-loop correction results are changing the program's posture from 'detect and fix' to 'detect, classify, and decide whether intervention is realistic.'
Research note
Public note on weekly benchmark cadence and publication delay policy.