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/building-reliable-long-form-generation-via-hallucination-rejection-sampling
Subject: Building Reliable Long-Form Generation via Hallucination Rejection Sampling
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.
Data
{"file name": "input.pdf", "number of pages": 15, "author": "Lin Li; Georgia Channing; Suhaas M Bhat; Gabriel Davis Jones; Yarin Gal"
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.
Compute
{"file name": "input.pdf", "number of pages": 15, "author": "Lin Li; Georgia Channing; Suhaas M Bhat; Gabriel Davis Jones; Yarin Gal", "title": "Building Reliable Long-Form Generation via Hallucination Rejection Sampling", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 15, "author": "Lin Li; Georgia Channing; Suhaas M Bhat; Gabriel Davis Jones; Yarin Gal", "title": "Building Reliable Long-Form Generation via Hallucination Rejection Sampling", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 15, "author": "Lin Li; Georgia Channing; Suhaas M Bhat; Gabriel Davis Jones; Yarin Gal", "title": "Building Reliable Long-Form Generation via Hallucination Rejection Sampling", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/building-reliable-long-form-generation-via-hallucination-rejection-sampling
Paper ref
building-reliable-long-form-generation-via-hallucination-rejection-sampling
arXiv id
2606.03628
Generated at
2026-06-03T20:32:58.413Z
Evidence freshness
fresh
Last verification
2026-06-03T20:32:58.413Z
Sources
4
References
0
Coverage
83%
Lineage hash
e94cbbe882c70b8068a71203f3016561c7ce20a31e524b1a5a98888c1585c61b
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.
Canonical opportunity-kernel evidence is available for this receipt window.
references