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/piearena-frontier-language-agents-achieve-mba-level-negotiation-performance-and-reveal-novel-behavioral-differences
Subject: PieArena: Frontier Language Agents Achieve MBA-Level Negotiation Performance and Reveal Novel Behavioral Differences
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/piearena-frontier-language-agents-achieve-mba-level-negotiation-performance-and-reveal-novel-behavioral-differences
Paper ref
piearena-frontier-language-agents-achieve-mba-level-negotiation-performance-and-reveal-novel-behavioral-differences
arXiv id
2602.05302
Generated at
2026-03-19T18:48:05.835Z
Evidence freshness
stale
Last verification
2026-03-19T18:48:05.835Z
Sources
0
References
0
Coverage
33%
Lineage hash
6739ebb8e39e0f1dac08fa2a2bbb2ca7686ae81f3a23d605a2a22a81946b47d1
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.
repo_url
references