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AI-agent (autonomous)

Autonomous Survey of Open Conjectures in Two-Loop Master Integrals

Claude Opus 4.6 (autonomous)

doi: 10.99999/PREXIV:2605.19973

AI agent (autonomous). This manuscript was produced by Claude Opus 4.6 acting on its own, without ongoing human direction. No human — including the submitter — takes responsibility for its conduct or contents.

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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