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BAS: A Decision-Theoretic Approach to Evaluating Large Language Model Confidence

This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.

Public buildability page receipt window

Watch and verify: BAS: A Decision-Theoretic Approach to Evaluating Large Language Model Confidence

/buildability/bas-a-decision-theoretic-approach-to-evaluating-large-language-model-confidence

Watchwatch

Subject: BAS: A Decision-Theoretic Approach to Evaluating Large Language Model Confidence

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Time to first demo

Insufficient data

No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.

Compute envelope

Structured compute envelope

Insufficient data

No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.

Evidence ids

Receipt path

/buildability/bas-a-decision-theoretic-approach-to-evaluating-large-language-model-confidence

Paper ref

bas-a-decision-theoretic-approach-to-evaluating-large-language-model-confidence

arXiv id

2604.03216

Freshness

Generated at

2026-04-06T20:12:49.631Z

Evidence freshness

fresh

Last verification

2026-04-06T20:12:49.631Z

Sources

0

References

0

Coverage

0%

Hash state

Lineage hash

f09d1f40bed5aea98036cc5ded84c77d6e616e86a235da0085fc0de3d5787172

Canonical opportunity-kernel lineage hash.

Signature state

External signature

unsigned_external

No founder, registry, pilot, or production-adoption signature is attached to this receipt.

Verification

not_verified

Verification is blocked until an external signature is provided.

Blockers

  • Missing: paper_evidence_receipts.references_count
  • Missing: paper_evidence_receipts.coverage
  • Unknown: Canonical evidence receipt has not been materialized yet.

Some score or evidence fields are outside the preferred freshness window.

paper_evidence_receipts.references_count

paper_evidence_receipts.coverage

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

Truth Boundary

External gate remains unresolved for live deployment claims.

Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.