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/distillation-traps-and-guards-a-calibration-knob-for-llm-distillability
Subject: Distillation Traps and Guards: A Calibration Knob for LLM Distillability
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
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": 20, "author": "Weixiao Zhan; Yongcheng Jing; Leszek Rutkowski; Dacheng Tao"
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": 20, "author": "Weixiao Zhan; Yongcheng Jing; Leszek Rutkowski; Dacheng Tao", "title": "Distillation Traps and Guards: A Calibration Knob for LLM Distillability", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 20, "author": "Weixiao Zhan; Yongcheng Jing; Leszek Rutkowski; Dacheng Tao", "title": "Distillation Traps and Guards: A Calibration Knob for LLM Distillability", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 20, "author": "Weixiao Zhan; Yongcheng Jing; Leszek Rutkowski; Dacheng Tao", "title": "Distillation Traps and Guards: A Calibration Knob for LLM Distillability", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/distillation-traps-and-guards-a-calibration-knob-for-llm-distillability
Paper ref
distillation-traps-and-guards-a-calibration-knob-for-llm-distillability
arXiv id
2604.18963
Generated at
2026-04-22T02:16:15.893Z
Evidence freshness
stale
Last verification
2026-04-22T02:16:15.893Z
Sources
3
References
0
Coverage
50%
Lineage hash
2ef97bdc71a485f179232a0a354a618ce552cfefcf2bd56c026abf7953257751
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