Buildability / Receipt
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
/buildability/first-logit-boosting-visual-grounding-method-to-mitigate-object-hallucination-in-large-vision-language-models
Subject: First Logit Boosting: Visual Grounding Method to Mitigate Object Hallucination in Large Vision-Language Models
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.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Truth Boundary
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.
Receipt path
/buildability/first-logit-boosting-visual-grounding-method-to-mitigate-object-hallucination-in-large-vision-language-models
Paper ref
first-logit-boosting-visual-grounding-method-to-mitigate-object-hallucination-in-large-vision-language-models
arXiv id
2604.00455
Generated at
2026-04-03T20:30:40.461Z
Evidence freshness
stale
Last verification
2026-04-03T20:30:40.461Z
Sources
4
References
54
Coverage
67%
Lineage hash
2bb055e24dc5f96ac80439fa346207d4717557539cf9225ff0d904436506c485
Canonical opportunity-kernel lineage hash.
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.
Some score or evidence fields are outside the preferred freshness window.
distribution_readiness_scores
paper_extraction_scorecards