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Buildability / Receipt

A2DEPT: Large Language Model-Driven Automated Algorithm Design via Evolutionary Program Trees

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

Watch and verify: A2DEPT: Large Language Model-Driven Automated Algorithm Design via Evolutionary Program Trees

/buildability/a2dept-large-language-model-driven-automated-algorithm-design-via-evolutionary-program-trees

Watchwatch

Subject: A2DEPT: Large Language Model-Driven Automated Algorithm Design via Evolutionary Program Trees

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.

Compute envelope

Data

{"file name": "input.pdf", "number of pages": 40, "author": "Bin Chen; Shouliang Zhu; Beidan Liu; Yong Zhao; Tianle Pu; Huichun Li; Zhengqiu Zhu"

Compute

{"file name": "input.pdf", "number of pages": 40, "author": "Bin Chen; Shouliang Zhu; Beidan Liu; Yong Zhao; Tianle Pu; Huichun Li; Zhengqiu Zhu", "title": "A2DEPT: Large Language Model-Driven Automated Algorithm Design via Evolutionary Program Trees", "creation date": null, "modification date": null, "kids": []}

Inference

{"file name": "input.pdf", "number of pages": 40, "author": "Bin Chen; Shouliang Zhu; Beidan Liu; Yong Zhao; Tianle Pu; Huichun Li; Zhengqiu Zhu", "title": "A2DEPT: Large Language Model-Driven Automated Algorithm Design via Evolutionary Program Trees", "creation date": null, "modification date": null, "kids": []}

Hardware

{"file name": "input.pdf", "number of pages": 40, "author": "Bin Chen; Shouliang Zhu; Beidan Liu; Yong Zhao; Tianle Pu; Huichun Li; Zhengqiu Zhu", "title": "A2DEPT: Large Language Model-Driven Automated Algorithm Design via Evolutionary Program Trees", "creation date": null, "modification date": null, "kids": []}

Evidence ids

Receipt path

/buildability/a2dept-large-language-model-driven-automated-algorithm-design-via-evolutionary-program-trees

Paper ref

a2dept-large-language-model-driven-automated-algorithm-design-via-evolutionary-program-trees

arXiv id

2604.24043

Freshness

Generated at

2026-04-28T15:18:24.769Z

Evidence freshness

fresh

Last verification

2026-04-28T15:18:24.769Z

Sources

3

References

0

Coverage

50%

Hash state

Lineage hash

5edfea579431c359c9b33d0d72400d6f88e7cac177202202a72ea0d301dd02ee

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: repo_url
  • Missing: references
  • Missing: proof_status
  • Unknown: proof verification has not been recorded yet

Canonical opportunity-kernel evidence is available for this receipt window.

repo_url

references

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

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.