Buildability / Receipt
Trust but Verify: Introducing DAVinCI -- A Framework for Dual Attribution and Verification in Claim Inference for Language Models
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: Trust but Verify: Introducing DAVinCI -- A Framework for Dual Attribution and Verification in Claim Inference for Language Models
/buildability/trust-but-verify-introducing-davinci-a-framework-for-dual-attribution-and-verification-in-claim-inference-for-language-m
Subject: Trust but Verify: Introducing DAVinCI -- A Framework for Dual Attribution and Verification in Claim Inference for 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.
Compute envelope
Data
{"file name": "input.pdf", "number of pages": 10, "author": "Vipula Rawte; Ryan Rossi; Franck Dernoncourt; Nedim Lipka"
Compute
{"file name": "input.pdf", "number of pages": 10, "author": "Vipula Rawte; Ryan Rossi; Franck Dernoncourt; Nedim Lipka", "title": "Trust but Verify: Introducing DAVinCI -- A Framework for Dual Attribution and Verification in Claim Inference for Language Models", "creation date": null, "modification date": null
Inference
{"file name": "input.pdf", "number of pages": 10, "author": "Vipula Rawte; Ryan Rossi; Franck Dernoncourt; Nedim Lipka", "title": "Trust but Verify: Introducing DAVinCI -- A Framework for Dual Attribution and Verification in Claim Inference for Language Models", "creation date": null, "modification date": null
Hardware
{"file name": "input.pdf", "number of pages": 10, "author": "Vipula Rawte; Ryan Rossi; Franck Dernoncourt; Nedim Lipka", "title": "Trust but Verify: Introducing DAVinCI -- A Framework for Dual Attribution and Verification in Claim Inference for Language Models", "creation date": null, "modification date": null
Evidence ids
Receipt path
/buildability/trust-but-verify-introducing-davinci-a-framework-for-dual-attribution-and-verification-in-claim-inference-for-language-m
Paper ref
trust-but-verify-introducing-davinci-a-framework-for-dual-attribution-and-verification-in-claim-inference-for-language-m
arXiv id
2604.21193
Freshness
Generated at
2026-04-24T20:28:52.271Z
Evidence freshness
stale
Last verification
2026-04-24T20:28:52.271Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
2996a0de84123bd150de498290cf6531eff00d4e09aa69b31a822fc4ddcd0026
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
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Some score or evidence fields are outside the preferred freshness window.
references
proof_status
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.