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Buildability / Receipt

Scientific Knowledge-driven Decoding Constraints Improving the Reliability of LLMs

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

Ready for execution: Scientific Knowledge-driven Decoding Constraints Improving the Reliability of LLMs

/buildability/scientific-knowledge-driven-decoding-constraints-improving-the-reliability-of-llms

Build Nowready

Subject: Scientific Knowledge-driven Decoding Constraints Improving the Reliability of LLMs

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

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/scientific-knowledge-driven-decoding-constraints-improving-the-reliability-of-llms

Paper ref

scientific-knowledge-driven-decoding-constraints-improving-the-reliability-of-llms

arXiv id

2604.06603

Freshness

Generated at

2026-04-09T20:33:17.906Z

Evidence freshness

stale

Last verification

2026-04-09T20:33:17.906Z

Sources

4

References

18

Coverage

100%

Hash state

Lineage hash

ad00a23c28b3eaeb2d4ee13432bb361b00c1dd92e7fb423528d1c9bc69288ab8

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

  • No explicit blockers are present in this receipt window.

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

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.