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/p-textsuperscript-2-dpo-grounding-hallucination-in-perceptual-processing-via-calibration-direct-preference-optimization
Subject: P\textsuperscript{2}-DPO: Grounding Hallucination in Perceptual Processing via Calibration Direct Preference Optimization
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": 28, "author": "Ruipeng Zhang; Zhihao Li; Haozhang Yuan; C. L. Philip Chen; Tong Zhang"
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": 28, "author": "Ruipeng Zhang; Zhihao Li; Haozhang Yuan; C. L. Philip Chen; Tong Zhang", "title": "P2-DPO: Grounding Hallucination in Perceptual Processing via Calibration Direct Preference Optimization", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 28, "author": "Ruipeng Zhang; Zhihao Li; Haozhang Yuan; C. L. Philip Chen; Tong Zhang", "title": "P2-DPO: Grounding Hallucination in Perceptual Processing via Calibration Direct Preference Optimization", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 28, "author": "Ruipeng Zhang; Zhihao Li; Haozhang Yuan; C. L. Philip Chen; Tong Zhang", "title": "P2-DPO: Grounding Hallucination in Perceptual Processing via Calibration Direct Preference Optimization", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/p-textsuperscript-2-dpo-grounding-hallucination-in-perceptual-processing-via-calibration-direct-preference-optimization
Paper ref
p-textsuperscript-2-dpo-grounding-hallucination-in-perceptual-processing-via-calibration-direct-preference-optimization
arXiv id
2606.03376
Generated at
2026-06-03T20:32:59.376Z
Evidence freshness
fresh
Last verification
2026-06-03T20:32:59.376Z
Sources
4
References
0
Coverage
67%
Lineage hash
ebe5315f8a47046e525dd7007ac0dfa972f193ae4d2c485ad9179c39fc08a292
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
paper_extraction_scorecards