Buildability / Receipt
Frontier Coding Agents Can Now Implement an AlphaZero Self-Play Machine Learning Pipeline For Connect Four That Performs Comparably to an External Solver
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
Ready for execution: Frontier Coding Agents Can Now Implement an AlphaZero Self-Play Machine Learning Pipeline For Connect Four That Performs Comparably to an External Solver
/buildability/frontier-coding-agents-can-now-implement-an-alphazero-self-play-machine-learning-pipeline-for-connect-four-that-performs
Subject: Frontier Coding Agents Can Now Implement an AlphaZero Self-Play Machine Learning Pipeline For Connect Four That Performs Comparably to an External Solver
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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/frontier-coding-agents-can-now-implement-an-alphazero-self-play-machine-learning-pipeline-for-connect-four-that-performs
Paper ref
frontier-coding-agents-can-now-implement-an-alphazero-self-play-machine-learning-pipeline-for-connect-four-that-performs
arXiv id
2604.25067
Freshness
Generated at
2026-04-29T20:23:04.439Z
Evidence freshness
fresh
Last verification
2026-04-29T20:23:04.439Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
a96efe075391d3b6e98a9e496e3bc7866bc657b076f7c3ffa5da7d55bca4ad0e
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.