Buildability / Receipt
ShadowPEFT: Shadow Network for Parameter-Efficient Fine-Tuning
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: ShadowPEFT: Shadow Network for Parameter-Efficient Fine-Tuning
/buildability/shadowpeft-shadow-network-for-parameter-efficient-fine-tuning
Subject: ShadowPEFT: Shadow Network for Parameter-Efficient Fine-Tuning
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": 16, "author": "Xianming Li; Zongxi Li; Tsz-fung Andrew Lee; Jing Li; Haoran Xie; Qing Li"
Compute
{"file name": "input.pdf", "number of pages": 16, "author": "Xianming Li; Zongxi Li; Tsz-fung Andrew Lee; Jing Li; Haoran Xie; Qing Li", "title": "ShadowPEFT: Shadow Network for Parameter-Efficient Fine-Tuning", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 16, "author": "Xianming Li; Zongxi Li; Tsz-fung Andrew Lee; Jing Li; Haoran Xie; Qing Li", "title": "ShadowPEFT: Shadow Network for Parameter-Efficient Fine-Tuning", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 16, "author": "Xianming Li; Zongxi Li; Tsz-fung Andrew Lee; Jing Li; Haoran Xie; Qing Li", "title": "ShadowPEFT: Shadow Network for Parameter-Efficient Fine-Tuning", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/shadowpeft-shadow-network-for-parameter-efficient-fine-tuning
Paper ref
shadowpeft-shadow-network-for-parameter-efficient-fine-tuning
arXiv id
2604.19254
Freshness
Generated at
2026-04-22T02:13:59.908Z
Evidence freshness
stale
Last verification
2026-04-22T02:13:59.908Z
Sources
4
References
6
Coverage
67%
Hash state
Lineage hash
77ec7b49c3732f55d60a246f518c656b75e4bb167ce891731290a63f90520198
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
Some score or evidence fields are outside the preferred freshness 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.