Buildability / Receipt
AI scientists produce results without reasoning scientifically
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
Not build-ready: AI scientists produce results without reasoning scientifically
/buildability/ai-scientists-produce-results-without-reasoning-scientifically
Subject: AI scientists produce results without reasoning scientifically
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Compute envelope
Data
and whose second entry is either requires_knowledge or requires_reasoning. The question text and answer options are stored in an examples list
Compute
and whose second entry is either requires_knowledge or requires_reasoning. The question text and answer options are stored in an examples list, where each entry contains an input string (the question) and a target_scores dictionary mapping every option to 1 (correct) or 0 (incorrect)
Inference
and whose second entry is either requires_knowledge or requires_reasoning. The question text and answer options are stored in an examples list, where each entry contains an input string (the question) and a target_scores dictionary mapping every option to 1 (correct) or 0 (incorrect)
Hardware
and whose second entry is either requires_knowledge or requires_reasoning. The question text and answer options are stored in an examples list, where each entry contains an input string (the question) and a target_scores dictionary mapping every option to 1 (correct) or 0 (incorrect)
Evidence ids
Receipt path
/buildability/ai-scientists-produce-results-without-reasoning-scientifically
Paper ref
ai-scientists-produce-results-without-reasoning-scientifically
arXiv id
2604.18805
Freshness
Generated at
2026-04-22T20:35:36.958Z
Evidence freshness
fresh
Last verification
2026-04-22T20:35:36.958Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
792072f0c0e97cacb07d562186a07810b66d21c4906a221ae09a10678a810789
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.