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/contrastive-attribution-in-the-wild-an-interpretability-analysis-of-llm-failures-on-realistic-benchmarks
Subject: Contrastive Attribution in the Wild: An Interpretability Analysis of LLM Failures on Realistic Benchmarks
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": 45, "author": "Rongyuan Tan; Jue Zhang; Zhuozhao Li; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang"
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": 45, "author": "Rongyuan Tan; Jue Zhang; Zhuozhao Li; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang", "title": "Contrastive Attribution in the Wild: An Interpretability Analysis of LLM Failures on Realistic Benchmarks", "creation date": null, "modification date": null
Inference
{"file name": "input.pdf", "number of pages": 45, "author": "Rongyuan Tan; Jue Zhang; Zhuozhao Li; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang", "title": "Contrastive Attribution in the Wild: An Interpretability Analysis of LLM Failures on Realistic Benchmarks", "creation date": null, "modification date": null
Hardware
{"file name": "input.pdf", "number of pages": 45, "author": "Rongyuan Tan; Jue Zhang; Zhuozhao Li; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang", "title": "Contrastive Attribution in the Wild: An Interpretability Analysis of LLM Failures on Realistic Benchmarks", "creation date": null, "modification date": null
Receipt path
/buildability/contrastive-attribution-in-the-wild-an-interpretability-analysis-of-llm-failures-on-realistic-benchmarks
Paper ref
contrastive-attribution-in-the-wild-an-interpretability-analysis-of-llm-failures-on-realistic-benchmarks
arXiv id
2604.17761
Generated at
2026-04-21T02:40:05.073Z
Evidence freshness
stale
Last verification
2026-04-21T02:40:05.073Z
Sources
3
References
0
Coverage
50%
Lineage hash
78319b6eedb3bbee0b6ac307908e963b09e7956272fcbf54c396f9303637da45
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