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/evaluating-llms-effectiveness-on-real-world-consumer-device-repair-questions
Subject: Evaluating LLMs' Effectiveness on Real-World Consumer Device Repair Questions
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": 23, "author": "Atm Mizanur Rahman; Md Arid Hasan; Syed Ishtiaque Ahmed; Sharifa Sultana"
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": 23, "author": "Atm Mizanur Rahman; Md Arid Hasan; Syed Ishtiaque Ahmed; Sharifa Sultana", "title": "Evaluating LLMs' Effectiveness on Real-World Consumer Device Repair Questions", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 23, "author": "Atm Mizanur Rahman; Md Arid Hasan; Syed Ishtiaque Ahmed; Sharifa Sultana", "title": "Evaluating LLMs' Effectiveness on Real-World Consumer Device Repair Questions", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 23, "author": "Atm Mizanur Rahman; Md Arid Hasan; Syed Ishtiaque Ahmed; Sharifa Sultana", "title": "Evaluating LLMs' Effectiveness on Real-World Consumer Device Repair Questions", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/evaluating-llms-effectiveness-on-real-world-consumer-device-repair-questions
Paper ref
evaluating-llms-effectiveness-on-real-world-consumer-device-repair-questions
arXiv id
2606.03331
Generated at
2026-06-03T20:45:16.373Z
Evidence freshness
fresh
Last verification
2026-06-03T20:45:16.373Z
Sources
3
References
0
Coverage
50%
Lineage hash
cf8f8eb2db639fea418a0389e1addca907797c73a857d7ce2655d5e2d2dcfc18
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.
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references