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
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.
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.