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.
Writing
Writing by Luke F. Walton: essais, academic papers on AI answerability, and three corpora of external writing: Love Music More (newsletter and podcast), founder letters on Surmado, and music industry journalism from the NAMM era (2018–2024).
Essais
Personal prose. Essays from lived reflection that tie the music and the theory together.
The Seam: essai #2
A dog mask, a meme-reader interview, and an answer engine that split Scoobert from Luke — essai #2 on standing behind the seam.
Academic
The Answerability Quartet — four papers on answerability and machine-mediated action — plus the technical implementation that supports it, and academic writing on the Scoobert Doobert project.
The Answerability Quartet
Four papers, P1 → P4. Each stands on its own; together they move from diagnosis to construction.
The Decision No One Authored: The Answerability Gap in Generative AI
Why controlling an AI-shaped decision is not the same as authoring it, and the norm of authorship that closes the answerability gap.
The Captured Oracle: Authorship and Agency in the Ethics of Answer-Engine Optimization
When an answer engine voices a verdict with no visible author, covert optimization authors the frame — and no one answers for the public that acts on it.
The Invariant of Answerability
Answerability is route-indefeasible: interposing a machine changes who must answer, not whether an answer is owed.
Building Answerable AI: Why Automation Needs Owned Error
The constructive builder response in the Answerability Quartet: answerability as an enabling condition for automation that can compound without drifting.
Technical implementation
Set apart from the four papers: a technical note, an open-source repository, and a live deployment. Answer Engine is one runnable shape of the pattern P4 describes — not a fifth philosophical work, but a reference implementation engineers can clone, run, and push against.
Answer Engine: A Small Reference Implementation for Citation-Grounded AI Answers
Technical note for the Answer Engine reference implementation — design contract, evaluation harness, scope, and empirical scaling notes from the Ask the Archive deployment.
Walton, L. F. (2026). lukefwalton/answer-engine: v1.0.0. Zenodo. 10.5281/zenodo.20676773
Runnable repository — one question in, cited answer or honest refusal out; the system owns the frame the model must satisfy.
Scholarship on the work
First publication in this bibliography (2021). Academic writing about the Scoobert Doobert project — third-party, but the strongest artifact on the whole frame.
Max Horwich. “Masks, Monsters, and Memes: In Conversation with Scoobert Doobert.” In Critical Meme Reader: Global Mutations of the Viral Image (INC Reader #15), edited by Chloë Arkenbout, Jack Wilson, and Daniel de Zeeuw, 78–88. Amsterdam: Institute of Network Cultures, 2021.
Academic book chapter by Max Horwich on Scoobert Doobert as memetic production. The strongest third-party artifact on the project.
Love Music More
Love Music More is a newsletter and podcast on the craft, philosophy, and history of music. Essays on Substack plus 212 interview and history episodes. Full hub, RSS, and archive live there.
Love Music More Craft, history, and philosophy of music. Interviews, Music History 101, and Music Theory 101.Newsletter picks
- A Brief History of Funk Music
- Long Live Rock 'n' Roll
- CBGB: from Punk to Post-Punk
- Rock Star? Pop Star? Alien?
- Tuning into the Universe’s Frequency (What Are Notes?)
- Why are there twelve notes?
- It’s the Circle of Fifths
- 440 or 432 Hz — What Frequency Is Better?
Podcast picks
Founder letters
Essays on building Surmado: product thinking, AI systems, and accountability for what you ship.
Why We Built the Easiest Code Review Tool on the Market
Founder letter on Surmado Code Review: zero-config GitHub review, Scout-authored STANDARDS.MD, and pricing for vibe coders.
Site reprint: Read on lukefwalton.com
Code Review Isn't Just for Engineers Anymore
Founder letter (May 2026) on marketers and founders shipping AI-generated code without a review layer.
Site reprint: Read on lukefwalton.com
What Makes Scout Different
Product architecture essay: Scout as multi-model strategy layer, not a ChatGPT wrapper.
Site reprint: Read on lukefwalton.com
Music trade writing
Journalism and editorial from the NAMM era (2018–2024): instrument retail, pro audio, and show coverage. Web pieces on ProSoundWeb and NAMM; print syndication in Canadian Music Trades, MMR, Music & Sound Retailer, Music Trades, and Music Inc.
Guitar Pedals Are Going Big at The NAMM Show
Interview with Paolo De Gregorio (Delicious Audio / Deli Magazine) on pedal trends ahead of The NAMM Show.
NAMM 2023 is Coming!
Preview of The 2023 NAMM Show for pro-audio and MI readers.
NAMM Insights: The Network Effect of MI And Pro Audio
Also published in print in Canadian Music Trades.
Gear-Synergy: The Beauty of a Multi-Product Show
Trade-show ecosystem piece; also ran in Canadian Music Trades.
Audio Engineering Pro Tips with Derek 'MixedByAli' Ali
Luke Walton byline — interview with Derek Ali ahead of the 2019 NAMM Show; EngineEars and Seeing Sounds workshops.
Europe and the Right to Music
Feature on the European Agenda for Music and music as a fundamental right.
