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Delphi ML

Built at GPT-6 Astra Hackathon SF · Sep 8, 2026 · San Francisco, CA

Delphi ML — Demo video

Delphi is the "Cursor of productivity work" with a auto-maintained knowledge base, which can evolve as user reads, compare docs, chats with agents, and enables auto-research via MCP to Codex (e.g. to reproduce a research paper). Different from coding, which is the intermediate output to a final software, "understanding" of a concept is not a process that can be proxied to AI. Delphi reduces the cognitive overhead of reading and comparison literature, letting user to focus on "what truly matters for understanding". We allows ask-in-context feature, comparison between any webpages and docs, all while organically growing a knowledge base for users.

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