Buildability / Receipt
VL-Calibration: Decoupled Confidence Calibration for Large Vision-Language Models Reasoning
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: VL-Calibration: Decoupled Confidence Calibration for Large Vision-Language Models Reasoning
/buildability/vl-calibration-decoupled-confidence-calibration-for-large-vision-language-models-reasoning
Subject: VL-Calibration: Decoupled Confidence Calibration for Large Vision-Language Models Reasoning
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/vl-calibration-decoupled-confidence-calibration-for-large-vision-language-models-reasoning
Paper ref
vl-calibration-decoupled-confidence-calibration-for-large-vision-language-models-reasoning
arXiv id
2604.09529
Freshness
Generated at
2026-04-13T20:33:10.509Z
Evidence freshness
stale
Last verification
2026-04-13T20:33:10.509Z
Sources
4
References
0
Coverage
83%
Hash state
Lineage hash
660ed47c2014170f07883390d0ac802b0d4ab2f9de96d89fb334f7e637dcb89a
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: references
Some score or evidence fields are outside the preferred freshness window.
references
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.