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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

Watchwatch

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

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

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.