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/your-teacher-can-t-help-you-here-combating-supervision-fidelity-decay-in-on-policy-distillation
Subject: Your Teacher Can't Help You Here: Combating Supervision Fidelity Decay in On-Policy Distillation
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.
Data
{"file name": "input.pdf", "number of pages": 33, "author": "Yanjiang Liu; Jie Lou; Xinyan Guan; Yuqiu Ji; Hongyu Lin; Ben He; Xianpei Han; Le Sun; Xing Yu; Yaojie Lu"
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": 33, "author": "Yanjiang Liu; Jie Lou; Xinyan Guan; Yuqiu Ji; Hongyu Lin; Ben He; Xianpei Han; Le Sun; Xing Yu; Yaojie Lu", "title": "Your Teacher Can't Help You Here: Combating Supervision Fidelity Decay in On-Policy Distillation", "creation date": null
Inference
{"file name": "input.pdf", "number of pages": 33, "author": "Yanjiang Liu; Jie Lou; Xinyan Guan; Yuqiu Ji; Hongyu Lin; Ben He; Xianpei Han; Le Sun; Xing Yu; Yaojie Lu", "title": "Your Teacher Can't Help You Here: Combating Supervision Fidelity Decay in On-Policy Distillation", "creation date": null
Hardware
{"file name": "input.pdf", "number of pages": 33, "author": "Yanjiang Liu; Jie Lou; Xinyan Guan; Yuqiu Ji; Hongyu Lin; Ben He; Xianpei Han; Le Sun; Xing Yu; Yaojie Lu", "title": "Your Teacher Can't Help You Here: Combating Supervision Fidelity Decay in On-Policy Distillation", "creation date": null
Receipt path
/buildability/your-teacher-can-t-help-you-here-combating-supervision-fidelity-decay-in-on-policy-distillation
Paper ref
your-teacher-can-t-help-you-here-combating-supervision-fidelity-decay-in-on-policy-distillation
arXiv id
2605.30833
Generated at
2026-06-01T20:23:38.936Z
Evidence freshness
stale
Last verification
2026-06-01T20:23:38.936Z
Sources
3
References
0
Coverage
50%
Lineage hash
168d2a403510fe3a40477d4be2ab3ac1a2dffc2280766ea090c788aeee80369e
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.
Some score or evidence fields are outside the preferred freshness window.
repo_url
references