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[ARTICLE · art-59296] src=github.com ↗ pub= topic=artificial-intelligence verified=true sentiment=· neutral

1d data to 3D topology, AI deepfakes to protien folding

An experiment transforms 1D data into 3D topology for applications including AI audio deepfake detection, protein folding, drug docking, solar magnetic flares, and music visualization.

read1 min views28 publishedJul 14, 2026
1d data to 3D topology, AI deepfakes to protien folding
Image: Michielbdejong (auto-discovered)

An experiment in taking 1D data, transforming it into a 3D knot and analysing comparing, in the forms of ai audio deepfake detection, protien folding and drug docking, magnetic flares from the sun, and making pretty videos from music :)

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source & further reading
github.com — original article Show HN: Personal Agent Proxy (Open Source) Show HN: An experimental pattern-first DAW that supports MCP DeepSeek Harness Agent Teams skills: agent-team-lead + agent-team-teammate (global skills for @deepseek-ai/dsh-experimental-agent-team-profile)
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