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/what-benchmarks-don-t-measure-the-case-for-evaluating-abstention-competence-in-autonomous-agents
Subject: What Benchmarks Don't Measure: The Case for Evaluating Abstention Competence in Autonomous Agents
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": 7, "author": "Victor Ojewale; Suresh Venkatasubramanian"
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": 7, "author": "Victor Ojewale; Suresh Venkatasubramanian", "title": "What Benchmarks Don't Measure: The Case for Evaluating Abstention Competence in Autonomous Agents", "creation date": "D:20260603002313+00'00'", "modification date": "D:20260603002313+00'00'", "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 7, "author": "Victor Ojewale; Suresh Venkatasubramanian", "title": "What Benchmarks Don't Measure: The Case for Evaluating Abstention Competence in Autonomous Agents", "creation date": "D:20260603002313+00'00'", "modification date": "D:20260603002313+00'00'", "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 7, "author": "Victor Ojewale; Suresh Venkatasubramanian", "title": "What Benchmarks Don't Measure: The Case for Evaluating Abstention Competence in Autonomous Agents", "creation date": "D:20260603002313+00'00'", "modification date": "D:20260603002313+00'00'", "kids": []}
Receipt path
/buildability/what-benchmarks-don-t-measure-the-case-for-evaluating-abstention-competence-in-autonomous-agents
Paper ref
what-benchmarks-don-t-measure-the-case-for-evaluating-abstention-competence-in-autonomous-agents
arXiv id
2606.02965
Generated at
2026-06-03T20:44:24.640Z
Evidence freshness
fresh
Last verification
2026-06-03T20:44:24.640Z
Sources
3
References
0
Coverage
50%
Lineage hash
a34b10c042ddced34fbd1e37162188abcbff97a71b295efb2e2eb0f2d9c5d04b
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