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/talent-target-aware-efficient-tuning-for-referring-image-segmentation
Subject: TALENT: Target-aware Efficient Tuning for Referring Image Segmentation
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/talent-target-aware-efficient-tuning-for-referring-image-segmentation
Paper ref
talent-target-aware-efficient-tuning-for-referring-image-segmentation
arXiv id
2604.00609
Generated at
2026-04-03T20:30:39.222Z
Evidence freshness
stale
Last verification
2026-04-03T20:30:39.222Z
Sources
4
References
81
Coverage
67%
Lineage hash
4a7af4d6b37e6eb33b1980dd73aadffa76a894859802eea73ed1df62ad2ee41c
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