Active development
In progress. Real code, not yet shown publicly anywhere else.
Design Bench · Holding AGI accountable
Claim-grounding pipeline
A reasoning pipeline that checks whether a claim is actually grounded before it's allowed to stand — with a real, passing test suite behind the happy-path and failure cases alike.
Active developmentinternal designation — epistemic-system
In more detail
A seven-stage pipeline (cognition, shielding, investigation and capability, quorum, commit, anchoring, epistemics) with sealed, runtime-immutable 'Tier 0 / Tier 1' anchors and adversarial cross-checking — plus a calibration ceiling specifically designed to catch the system being overconfident about its own claims, not just wrong ones.
Concrete specifics
- ·Seven named pipeline stages, each independently documented (see its own CLAUDE.md)
- ·A dedicated overconfidence-detecting calibration ceiling, distinct from ordinary correctness checks
- ·Real, passing tests behind both the happy path and adversarial failure cases
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