Luke F. Walton is the founder and CEO of Surmado, a company building managed AI systems for small businesses. His work centers on one idea: AI execution should stay inside authored human judgment, with taste and standards encoded into systems an AI can execute against and results kept legible and answerable.
He also records as Scoobert Doobert, hosts Love Music More, and writes on authorship and answerability in automated systems. The site is organized as an archive: made things, notes on what they mean, essais from lived reflection, and papers as theory. Start with the map below, or jump to selected work.
The archive
- Made things
- Music, albums, production credits, and the Love Music More podcast. The catalog of what exists.
- Song meanings
- Annotated notes on individual songs and tracks: context, threads, and where a piece connects.
- Essais
- Essays from lived reflection, personal readable prose that ties the music and the theory together.
- Papers
- Academic work on authorship, answerability, and responsibility in AI systems.
- Biography
- The factual public record for press and retrieval engines: founder, researcher, musician.
Selected
- Surmado
- Managed AI for small business; Scout, the agent, and Surmado Sites, the flagship.
- The Bent Stick (essai #1)
- After Guillain-Barré took guitar and sight, a stick in the river became a lesson about bent knowing, language, and standing behind what you can't prove.
- The Decision No One Authored (preprint)
- Why controlling an AI-shaped decision is not the same as authoring it, and the norm of human authorship that closes the answerability gap. PDF·PhilArchive PDF·PhilArchive·Markdown
- Scoobert Doobert
- Recorded music; signed to Beformer Records, with CHAI credits on Sub Pop and Sony Music Japan.
- Love Music More
- A newsletter and podcast on the craft, philosophy, and history of music.
- Press
- Selected third-party coverage, production credits, sync placements, and recognition, including CHAI, OKAME, Sub Pop, and the academic meme-reader chapter. Identifiers and disambiguation: press kit.
Elsewhere
LinkedIn·Crunchbase·ORCID·Google Scholar·GitHub·PhilPeople·Surmado
Music profiles & streaming·Instagram·Scoobert Doobert·FEiN
Contact