A ranked, read-only view of which KELLY labs are strongest right now by proof visibility, source coverage, brain health, and readiness evidence.
This scoreboard measures proof and UI readiness, not guaranteed predictive superiority. Forecast accuracy becomes measurable through settlement and calibration history.
| lab | score | sources | brains | proof links | authority | state |
|---|---|---|---|---|---|---|
| 1. Science & Research Lab Which research signal should KELLY inspect? |
50 early |
100% | 0% | 100% | waiting | warming_specialized_read_only |
| 2. Policy & Government Lab Which public decision system should KELLY watch? |
44 early |
75% | 0% | 100% | waiting | warming_specialized_read_only |
| 3. Source Intake & Provenance Lab Which feed family should KELLY inspect? |
44 early |
75% | 0% | 100% | waiting | warming_specialized_read_only |
| 4. Weather Risk Lab What environmental pressure is changing here, and what should KELLY watch until reality closes the loop? |
43 early |
71% | 0% | 100% | waiting | warming_specialized_read_only |
| 5. Sports Odds Lab What probability does the market imply, what does KELLY forecast, and who was better after settlement? |
42 early |
67% | 0% | 100% | waiting | warming_specialized_read_only |
| 6. Transport & Logistics Lab Is movement pressure changing, where, and what public evidence supports KELLY's forecast? |
42 early |
67% | 0% | 100% | waiting | warming_specialized_read_only |
| 7. Earth & Disaster Lab Are public hazard signals increasing, and which causal chain is KELLY watching? |
40 early |
60% | 0% | 100% | waiting | warming_specialized_read_only |
| 8. Company Events Lab What public event changed, what might it cause, and what evidence would separate signal from noise? |
38 early |
50% | 0% | 100% | waiting | warming_specialized_read_only |
| 9. Geo World Model Lab What part of reality should KELLY locate first? |
38 early |
50% | 0% | 100% | waiting | warming_specialized_read_only |
| 10. Markets Lab What does KELLY forecast next, what could make it wrong, and how will reality score it? |
36 early |
44% | 0% | 100% | waiting | warming_specialized_read_only |
| 11. Public Health Signals Lab Are public health-adjacent signals changing, and what reality check will score KELLY later? |
35 early |
40% | 0% | 100% | waiting | warming_specialized_read_only |
| 12. Macro Pressure Lab Which macro pressures are changing, and what historical reference class does KELLY use? |
33 early |
33% | 0% | 100% | waiting | warming_specialized_read_only |
| 13. Energy & Climate Lab Which energy or climate signal should KELLY watch? |
31 early |
25% | 0% | 100% | waiting | warming_specialized_read_only |