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/ambig-ds-a-benchmark-for-task-framing-ambiguity-in-data-science-agents
Subject: Ambig-DS: A Benchmark for Task-Framing Ambiguity in Data-Science 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.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
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.
Receipt path
/buildability/ambig-ds-a-benchmark-for-task-framing-ambiguity-in-data-science-agents
Paper ref
ambig-ds-a-benchmark-for-task-framing-ambiguity-in-data-science-agents
arXiv id
2605.09698
Generated at
2026-05-12T20:16:06.822Z
Evidence freshness
fresh
Last verification
2026-05-12T20:16:06.822Z
Sources
0
References
0
Coverage
0%
Lineage hash
be901e103a7c19909b4ee3101d1c7cec907ac7a41506c37f628b58fc6152e522
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.
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage