2026 product definition

Truth console · process is not world truth

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.

  1. 1Ask
  2. 2Facts
  3. 3Receipt
  4. 4Reality
  5. 5Score
  6. 6Earned memory
Ask KELLYGlass LabPublic scoreboard

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.

  1. Ask
  2. Facts
  3. Receipt
  4. Reality
  5. Score
  6. Earned mem

Settled

0

Weather / Sports

0 / 0warming

Markets

0

Scale remaining

1000

SHA —Posture —vs_market —cal —Full scoreboard →
CausaleaAsk KELLY
KELLY live pulserefreshed … agolearninglifetime heartbeat 0browser pulses warmingcells 0replay-ready 0engine checkinglatest cell watchingevidence checkinglive memory laneloop: checking live activity
activity feed
Proof control room|public writes blocked|profession: proof auditor|kelly-anatomy-protocol-v1
Interactive lens

Proof auditor · Answered directly by KELLY · public writes blocked

Ask KELLYPackage truth

Glass Lab · proof lens into KELLY

Proof gap board

Blockers, warnings, pending work, and resolved gaps.

Inspect live proof, truth debt, generation wall, and organ health. This lens does not write ground truth — KELLY remains the only write authority.

Layer B holdout drain

Fixture-like domains: 0. Open holdout gaps: 0. Writable receipts: 14.

node scripts/drain-production-holdout-domain-gaps-v1.js --write --limit=5000 --minimum-n=3

independent witness missingkelly_runtime

Independent attestations: 0/36 required.

Next: Complete independent external witness intake per domain roles.

forecast belief supersessiondiscovery_engine

truth_mut:forecast:proof_feed_macro_pressure_1783630311954_147_2f69a066

Next: verify settlement receipt

Open object
forecast belief supersessiondiscovery_engine

truth_mut:forecast:proof_feed_macro_pressure_1783629556943_141_cbc19c33

Next: verify settlement receipt

Open object
forecast belief supersessiondiscovery_engine

truth_mut:forecast:proof_feed_macro_pressure_1783628800014_135_6a591b3a

Next: verify settlement receipt

Open object
forecast belief supersessiondiscovery_engine

truth_mut:forecast:proof_feed_macro_pressure_1783628051419_129_afcc4cf8

Next: verify settlement receipt

Open object
forecast belief supersessiondiscovery_engine

truth_mut:forecast:proof_feed_macro_pressure_1783627298699_123_c31c4e48

Next: verify settlement receipt

Open object
forecast belief supersessiondiscovery_engine

truth_mut:forecast:proof_feed_macro_pressure_1783626514174_117_7671e0f7

Next: verify settlement receipt

Open object
forecast belief supersessiondiscovery_engine

truth_mut:forecast:proof_feed_macro_pressure_1783625782635_111_2182b81c

Next: verify settlement receipt

Open object
forecast belief supersessiondiscovery_engine

truth_mut:forecast:proof_feed_macro_pressure_1783625035368_105_6943455d

Next: verify settlement receipt

Open object
library closure layerdiscovery_engine

library_gap_outcome_feedback_to_memory

Next: scan settled forecast workspace

Open object
library closure layerdiscovery_engine

library_gap_product_return_loop

Next: instrument private watch timelines

Open object
market leakage gatediscovery_engine

library_gap_afml_leakage_execution_gate

Next: compile market holdout split

Open object
memory reconstruction truth mutationdiscovery_engine

library_gap_reconstructive_memory_supersession

Next: read truth mutation ledger

Open object
production holdout domain gapdiscovery_engine

production_holdout_gap:adversarial_review

Next: Collect at least 3 additional settled, domain-tagged binary rows for adversarial_review.

Open object
production holdout domain gapdiscovery_engine

production_holdout_gap:causal_intervention

Next: Collect at least 3 additional settled, domain-tagged binary rows for causal_intervention.

Open object
production holdout domain gapdiscovery_engine

production_holdout_gap:distribution_shift_robustness

Next: Collect at least 3 additional settled, domain-tagged binary rows for distribution_shift_robustness.

Open object
production holdout domain gapdiscovery_engine

production_holdout_gap:domain_transfer

Next: Collect at least 3 additional settled, domain-tagged binary rows for domain_transfer.

Open object
production holdout domain gapdiscovery_engine

production_holdout_gap:forecast_calibration

Next: Collect at least 3 additional settled, domain-tagged binary rows for forecast_calibration.

Open object
production holdout domain gapdiscovery_engine

production_holdout_gap:independent_external_review

Next: Collect at least 3 additional settled, domain-tagged binary rows for independent_external_review.

Open object
production holdout domain gapdiscovery_engine

production_holdout_gap:memory_governance

Next: Collect at least 3 additional settled, domain-tagged binary rows for memory_governance.

Open object
production holdout domain gapdiscovery_engine

production_holdout_gap:operator_transparency

Next: Collect at least 3 additional settled, domain-tagged binary rows for operator_transparency.

Open object
production holdout domain gapdiscovery_engine

production_holdout_gap:replay_integrity

Next: Collect at least 3 additional settled, domain-tagged binary rows for replay_integrity.

Open object
production holdout domain gapdiscovery_engine

production_holdout_gap:schema_constitutional

Next: Collect at least 3 additional settled, domain-tagged binary rows for schema_constitutional.

Open object
production holdout domain gapdiscovery_engine

production_holdout_gap:settlement_outcomes

Next: Collect at least 3 additional settled, domain-tagged binary rows for settlement_outcomes.

Open object
production holdout domain gapdiscovery_engine

production_holdout_gap:source_contamination

Next: Collect at least 3 additional settled, domain-tagged binary rows for source_contamination.

Open object
production holdout domain gapdiscovery_engine

production_holdout_gap:survival_antifragile

Next: Collect at least 3 additional settled, domain-tagged binary rows for survival_antifragile.

Open object