Buildability / Receipt
FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion
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: FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion
/buildability/fedproxy-federated-fine-tuning-of-llms-via-proxy-slms-and-heterogeneity-aware-fusion
Subject: FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion
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": "Tao Fan; Guoqiang Ma; Yuanfeng Song; Lixin Fan; Kai Chen; Qiang Yang"
Compute
{"file name": "input.pdf", "number of pages": 16, "author": "Tao Fan; Guoqiang Ma; Yuanfeng Song; Lixin Fan; Kai Chen; Qiang Yang", "title": "FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 16, "author": "Tao Fan; Guoqiang Ma; Yuanfeng Song; Lixin Fan; Kai Chen; Qiang Yang", "title": "FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 16, "author": "Tao Fan; Guoqiang Ma; Yuanfeng Song; Lixin Fan; Kai Chen; Qiang Yang", "title": "FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/fedproxy-federated-fine-tuning-of-llms-via-proxy-slms-and-heterogeneity-aware-fusion
Paper ref
fedproxy-federated-fine-tuning-of-llms-via-proxy-slms-and-heterogeneity-aware-fusion
arXiv id
2604.19015
Freshness
Generated at
2026-04-22T02:14:54.343Z
Evidence freshness
stale
Last verification
2026-04-22T02:14:54.343Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
11918b6ff21405dbb51a7ff8d99083f9e8303388d67eb7c84e8953964051b300
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: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Some score or evidence fields are outside the preferred freshness window.
repo_url
references
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.