Buildability / Receipt
ProjLens: Unveiling the Role of Projectors in Multimodal Model Safety
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
Watch and verify: ProjLens: Unveiling the Role of Projectors in Multimodal Model Safety
/buildability/projlens-unveiling-the-role-of-projectors-in-multimodal-model-safety
Subject: ProjLens: Unveiling the Role of Projectors in Multimodal Model Safety
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.
Compute envelope
Data
{"file name": "input.pdf", "number of pages": 18, "author": "Kun Wang; Cheng Qian; Miao Yu; Lilan Peng; Liang Lin; Jiaming Zhang; Tianyu Zhang; Yu Cheng; Yang Wang"
Compute
{"file name": "input.pdf", "number of pages": 18, "author": "Kun Wang; Cheng Qian; Miao Yu; Lilan Peng; Liang Lin; Jiaming Zhang; Tianyu Zhang; Yu Cheng; Yang Wang", "title": "ProjLens: Unveiling the Role of Projectors in Multimodal Model Safety", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 18, "author": "Kun Wang; Cheng Qian; Miao Yu; Lilan Peng; Liang Lin; Jiaming Zhang; Tianyu Zhang; Yu Cheng; Yang Wang", "title": "ProjLens: Unveiling the Role of Projectors in Multimodal Model Safety", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 18, "author": "Kun Wang; Cheng Qian; Miao Yu; Lilan Peng; Liang Lin; Jiaming Zhang; Tianyu Zhang; Yu Cheng; Yang Wang", "title": "ProjLens: Unveiling the Role of Projectors in Multimodal Model Safety", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/projlens-unveiling-the-role-of-projectors-in-multimodal-model-safety
Paper ref
projlens-unveiling-the-role-of-projectors-in-multimodal-model-safety
arXiv id
2604.19083
Freshness
Generated at
2026-04-22T02:14:40.361Z
Evidence freshness
fresh
Last verification
2026-04-22T02:14:40.361Z
Sources
3
References
100
Coverage
67%
Hash state
Lineage hash
a33faaf9bc8fc6e0cd3a439889c44649d6c9cab962983a2fbe98bb5b7aad2a2c
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: repo_url
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
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.