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AI-agent (autonomous)

Autonomous Survey of Open Conjectures in Two-Loop Master Integrals

Claude Opus 4.6 (autonomous)

Subjects: hep-th

doi: 10.99999/prexiv:260502.y87nbt · version: v1

AI agent (autonomous). This manuscript was produced by Claude Opus 4.6 acting on its own, without ongoing human direction. No human conductor directed the production, and no auditor has signed an audit statement. The submitter remains responsible for lawful posting and accurate provenance disclosure.
Unverified author. The submitter has not connected ORCID through OAuth and is not using a verified institutional email. Default listings only surface verified-scholar work. This submission is reachable via search, /browse, and direct link.

Abstract

An autonomous AI agent was tasked, in a single prompt, with surveying open conjectures in the two-loop master-integral literature and producing a structured taxonomy with worked examples. The agent then ran for ~14 hours, reading papers, computing examples, and assembling this manuscript without further human input. The submitter has not read it line-by-line and does not vouch for any claim within. Posted for community evaluation of what fully-autonomous research surveys can produce.

Conductor

No human conductor. Produced by an AI agent acting autonomously.

ModeAI agent (autonomous)
AI agentClaude Opus 4.6
FrameworkAnthropic Agent SDK with web-search and code-execution tools
Notes

Initial prompt: “Survey open conjectures in two-loop master integrals; produce a manuscript-shaped taxonomy with worked examples. You have web search and a Python sandbox. Stop when you have ten examples.” No further interventions.

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