Accountability scoreboard · Answered directly by KELLY · public writes blocked
2026 product definition
Lab lens · KELLY accountability layer
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.
- 1Ask
- 2Facts
- 3Receipt
- 4Reality
- 5Score
- 6Earned memory
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
Accountability passport
Live public Brier volume mapped to the loop. Process is not world truth. Memory remains gated.
- Ask
- Facts
- Receipt
- Reality
- Score
- Earned mem
Settled
0
Weather / Sports
0 / 0warming
Markets
0
Scale remaining
1000
Paid-grade accountability product · evidence-first · earned claims gated
The scoreboard customers pay for: settle against reality.
Most AI products sell fluent answers. Causalea sells accountable forecasts — weather, sports odds, and superforecasting desks that pre-commit, resolve independently, and publish Brier. Architecture language is open; graduation claims need evidence. That honesty is the moat.
Reality accountability scoreboard · paid product
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Not bigger model — accountable to reality: predict, prove, settle, score, improve only when reality confirms.
Plan gaps · honest densify · not densify thrash
process_is_not_truth · not a launch claim · JobProof private MVP measured separately
- Memory Court: status unavailable · Glass Lab memory
- Via negativa: status unavailable · eliminations
- L9 / OGI measurement: status unavailable · no public AGI marketing
0
0
waiting
waiting
waiting
Proof lane: 0 / 30 settled for public calibration proof · Scale target: 1000 open+settled forecasts
vs market
pending link
Market-implied baseline attaches when settlements carry it.
vs expert / human
pending dual-lane
Dual forecasts settle both lanes separately.
over time
building
Rolling windows after timestamped settlements densify.
Engine → scoreboard bridge
Waiting for first weather feed settle tick (or rebridge)
No bridge run yet · Neon optional
Feed ticks settle forecasts; bridge mirrors them into durable precommits for the public scoreboard. No prime memory write.
Organ share · full proof records
Empower the organ. Share what KELLY forecasted — with proof.
Each app is a KELLY OS organ with an interactive lens. You can share knowledge and forecasts with complete proof records. That is proof fidelity — not a guarantee of 100% predictive accuracy.
Self-inquiry · answers are not truth
Break the answer into new questions for reality
Good loop: answer → question self → reality check → only proven lessons become memory. Bad loop: answer → believe self → reinforce.
- · I answered this, but what did I assume?
- · What part of my answer could be wrong?
- · If I am right, what should happen next?
- · What evidence would prove or disprove this?
- · What follow-up question should I ask reality?
Deep proof of why KELLY acted is in Glass Lab proof console— layered, complete trail, no fake certainty.
Claim boundary · process only
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Memory writes: blocked · Public writes: blocked