Buildability / Receipt
Below-Chance Blindness: Prompted Underperformance in Small LLMs Produces Positional Bias Rather than Answer Avoidance
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: Below-Chance Blindness: Prompted Underperformance in Small LLMs Produces Positional Bias Rather than Answer Avoidance
/buildability/below-chance-blindness-prompted-underperformance-in-small-llms-produces-positional-bias-rather-than-answer-avoidance
Subject: Below-Chance Blindness: Prompted Underperformance in Small LLMs Produces Positional Bias Rather than Answer Avoidance
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
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/below-chance-blindness-prompted-underperformance-in-small-llms-produces-positional-bias-rather-than-answer-avoidance
Paper ref
below-chance-blindness-prompted-underperformance-in-small-llms-produces-positional-bias-rather-than-answer-avoidance
arXiv id
2604.25249
Freshness
Generated at
2026-04-29T02:31:49.123Z
Evidence freshness
fresh
Last verification
2026-04-29T02:31:49.123Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
ba89714a03687ac5e75c4523a718d8f645bd48abed9947cf060e4e5516f56ebc
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: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Canonical opportunity-kernel evidence is available for this receipt window.
references
proof_status
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.