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/prompt-optimization-enables-stable-algorithmic-collusion-in-llm-agents
Subject: Prompt Optimization Enables Stable Algorithmic Collusion in LLM Agents
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.
Data
{"file name": "input.pdf", "number of pages": 14, "author": "Yingtao Tian", "title": "Prompt Optimization Enables Stable Algorithmic Collusion in LLM Agents"
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.
Compute
{"file name": "input.pdf", "number of pages": 14, "author": "Yingtao Tian", "title": "Prompt Optimization Enables Stable Algorithmic Collusion in LLM Agents", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 14, "author": "Yingtao Tian", "title": "Prompt Optimization Enables Stable Algorithmic Collusion in LLM Agents", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 14, "author": "Yingtao Tian", "title": "Prompt Optimization Enables Stable Algorithmic Collusion in LLM Agents", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/prompt-optimization-enables-stable-algorithmic-collusion-in-llm-agents
Paper ref
prompt-optimization-enables-stable-algorithmic-collusion-in-llm-agents
arXiv id
2604.17774
Generated at
2026-04-21T20:33:50.165Z
Evidence freshness
stale
Last verification
2026-04-21T20:33:50.165Z
Sources
4
References
0
Coverage
67%
Lineage hash
c12adc8d12c751a718f5529eecf07b76828685f611fd67070c2bac066dd456ca
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