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/when-ai-and-experts-agree-on-error-intrinsic-ambiguity-in-dermatoscopic-images
Subject: When AI and Experts Agree on Error: Intrinsic Ambiguity in Dermatoscopic Images
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
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/when-ai-and-experts-agree-on-error-intrinsic-ambiguity-in-dermatoscopic-images
Paper ref
when-ai-and-experts-agree-on-error-intrinsic-ambiguity-in-dermatoscopic-images
arXiv id
2604.00651
Generated at
2026-04-02T20:57:52.544Z
Evidence freshness
stale
Last verification
2026-04-02T20:57:52.544Z
Sources
3
References
75
Coverage
50%
Lineage hash
11b347850ddd2f4930052d7c897d5f520d2f6a25273ec0cd2957776fa6a5dbf1
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.
repo_url
proof_status