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/llm-benchmark-user-need-misalignment-for-climate-change
Subject: LLM Benchmark-User Need Misalignment for Climate Change
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/llm-benchmark-user-need-misalignment-for-climate-change
Paper ref
llm-benchmark-user-need-misalignment-for-climate-change
arXiv id
2603.26106
Generated at
2026-03-30T20:30:35.687Z
Evidence freshness
stale
Last verification
2026-03-30T20:30:35.687Z
Sources
4
References
67
Coverage
83%
Lineage hash
6503e6f25d4348547793f4fb8c3743fc7a8c333cebfca62e2b0549327d8eb492
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.
distribution_readiness_scores
distribution readiness has not been computed yet