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/useful-for-exploration-risky-for-precision-evaluating-ai-tools-in-academic-research
Subject: Useful for Exploration, Risky for Precision: Evaluating AI Tools in Academic Research
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
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/useful-for-exploration-risky-for-precision-evaluating-ai-tools-in-academic-research
Paper ref
useful-for-exploration-risky-for-precision-evaluating-ai-tools-in-academic-research
arXiv id
2605.10125
Generated at
2026-05-12T20:16:28.450Z
Evidence freshness
fresh
Last verification
2026-05-12T20:16:28.450Z
Sources
0
References
0
Coverage
0%
Lineage hash
d5b59148404d63b3f2c4ee88ee0e9ab436458b6214d7464ce3fe8ee57131d3cb
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.
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage