Buildability / Receipt
Defective Task Descriptions in LLM-Based Code Generation: Detection and Analysis
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: Defective Task Descriptions in LLM-Based Code Generation: Detection and Analysis
/buildability/defective-task-descriptions-in-llm-based-code-generation-detection-and-analysis
Subject: Defective Task Descriptions in LLM-Based Code Generation: Detection and Analysis
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": 13, "author": "Amal Akli; Mike Papadakis; Maxime Cordy; Yves Le Traon"
Compute
{"file name": "input.pdf", "number of pages": 13, "author": "Amal Akli; Mike Papadakis; Maxime Cordy; Yves Le Traon", "title": "Defective Task Descriptions in LLM-Based Code Generation: Detection and Analysis", "creation date": "D:20260428021800+00'00'", "modification date": "D:20260428021800+00'00'", "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 13, "author": "Amal Akli; Mike Papadakis; Maxime Cordy; Yves Le Traon", "title": "Defective Task Descriptions in LLM-Based Code Generation: Detection and Analysis", "creation date": "D:20260428021800+00'00'", "modification date": "D:20260428021800+00'00'", "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 13, "author": "Amal Akli; Mike Papadakis; Maxime Cordy; Yves Le Traon", "title": "Defective Task Descriptions in LLM-Based Code Generation: Detection and Analysis", "creation date": "D:20260428021800+00'00'", "modification date": "D:20260428021800+00'00'", "kids": []}
Evidence ids
Receipt path
/buildability/defective-task-descriptions-in-llm-based-code-generation-detection-and-analysis
Paper ref
defective-task-descriptions-in-llm-based-code-generation-detection-and-analysis
arXiv id
2604.24703
Freshness
Generated at
2026-04-28T15:17:14.108Z
Evidence freshness
fresh
Last verification
2026-04-28T15:17:14.108Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
f9a1a67b51ab32c4085027b0a082984d05eb5f8ce2e227d8ada1173b70055358
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
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references
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.