Buildability / Receipt
ChemVLR: Prioritizing Reasoning in Perception for Chemical Vision-Language Understanding
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: ChemVLR: Prioritizing Reasoning in Perception for Chemical Vision-Language Understanding
/buildability/chemvlr-prioritizing-reasoning-in-perception-for-chemical-vision-language-understanding
Subject: ChemVLR: Prioritizing Reasoning in Perception for Chemical Vision-Language Understanding
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/chemvlr-prioritizing-reasoning-in-perception-for-chemical-vision-language-understanding
Paper ref
chemvlr-prioritizing-reasoning-in-perception-for-chemical-vision-language-understanding
arXiv id
2604.06685
Freshness
Generated at
2026-04-09T20:33:17.514Z
Evidence freshness
stale
Last verification
2026-04-09T20:33:17.514Z
Sources
4
References
38
Coverage
100%
Hash state
Lineage hash
507c1f1ee80f1b4c655eec8c9c0390cb01ae5ecc754611cd9df3f30dd4e0b89b
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.