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Achievement: Pull Sharkx4Achievement: Pair Extraordinairex2Achievement: QuickdrawAchievement: YOLO

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lukefwalton/README.md

Luke F. Walton

Founder of Surmado. AI-ethics researcher focused on answerability. Musician as Scoobert Doobert and of FEiN.

My public repos are working projects and teaching artifacts:

Current work

  • answer-engine — an LLM-backed answer engine that cites its sources or declines plainly. Apache 2.0. DOI

  • lukefwalton.com-archive — a durable, dependency-free source archive of my writing, papers, and music catalog. DOI

  • workout-logger — Private Workout Logger, an on-device iOS workout tracker with no account, no cloud, and no subscription. Source published for audit. App Store

  • stop-political-texts - I hate spam texts! My attempt to fight back against the noise. MIT - steal it, use it, make it better. App Store

Research

Answerability Quartet: four papers on who answers when an AI acts.

  • “The Decision No One Authored: The Answerability Gap in Generative AI” — preprint: DOI
  • “The Captured Oracle: Authorship and Agency in the Ethics of Answer-Engine Optimization” — preprint: DOI
  • “The Invariant of Answerability” — working paper: DOI
  • “Building Answerable AI” — working paper: DOI

Elsewhere

Papers · Writing · Music · Rendered archive · PhilPeople · ORCID

Profile photo taken at the end of the Golden Trail, after summiting Mount Kurodake in Daisetsuzan National Park.

Pinned Loading

  1. answer-engine answer-engine Public

    LLM-backed site search that cites its sources or declines plainly. No-leak boundary, eval harness. Markdown → embed → retrieve → cited JSON.

    TypeScript 3

  2. lukefwalton.com-archive lukefwalton.com-archive Public

    A public, persistent mirror of lukefwalton.com and all of its public data.

    HTML 1