Science and Research Lab
evidence falsification organ
source
40%
proof
32%
settlement
6%
calibration
0%
2026 product definition
Plug any model in as the brain. KELLY forces: ask → missing facts → forecast/answer → proof receipt → check-in → settlement → calibration → only then a governed memory proposal.
Sector labs are lenses. JobProof is paused. Brains are engines — not the product. Ops ceilings (Neon opt-in, soft-cap) are not densify thrash — after Railway ship: npm run accountability:post-deploy-hold.
Truth console · public scoreboard
Live public Brier volume mapped to the loop. Process is not world truth. Memory remains gated.
Settled
0
Weather / Sports
0 / 0warming
Markets
0
Scale remaining
1000
Proof auditor · Answered directly by KELLY · public writes blocked
Glass Lab · proof lens into KELLY
Evolving lenses with honest maturity scores — completion is not claimed without evidence.
Inspect live proof, truth debt, generation wall, and organ health. This lens does not write ground truth — KELLY remains the only write authority.
Science and Research Lab
evidence falsification organ
source
40%
proof
32%
settlement
6%
calibration
0%
Memory and Lineage Lab
memory replay lineage organ
source
37%
proof
29%
settlement
3%
calibration
0%
Hypothesis Lab
hypothesis falsification organ
source
34%
proof
26%
settlement
0%
calibration
0%
Weather and Disaster Lab
domain lens weather
source
31%
proof
23%
settlement
0%
calibration
0%
Markets Lab
domain lens markets
source
28%
proof
20%
settlement
0%
calibration
0%
Policy and Economics Lab
domain lens policy
source
25%
proof
17%
settlement
0%
calibration
0%
Betting and Odds Lab
domain lens odds
source
22%
proof
14%
settlement
0%
calibration
0%