The preprint is here: arxiv.org/abs/2608.04378 The first 6 pages + refs are submitted to the NeurIPS Creative AI Track ("single-blind, preprints ok" 👍) Preprint adds 10 pages of Supplemental Materials: ablation studies, hyperparameter surveys, etc.
Who's Who of AI
Scott H. Hawley
Why they matter
Researcher with public evidence across AI research, Responsible AI.
- AI signals
- 4 past 30d
- Sources
- 4 distinct domains
- Discusiones
- 3 past 30d
- Latest signal
- 10d ago
Nashville, TN. Computational physicist into ML/AI to help humans' music production, geometry, representation learning, tech & ethics. Prof. @Belmont University. https://scotthawley.com
What they're sharing
Helping Music Co-Creation Agents 'Listen' Well: Hierarchical Self-Supervised World Models for Understanding and Generation arxiv.org
GitHub - drscotthawley/remsysmon: Remote System Monitor: live GPU/VRAM/CPU/RAM sparklines and GPU process lists for several hosts over ssh, in one page github.com
reuters.com
Anatomy of a Nature AI article diagrammonkey.wordpress.com
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AI Ethics History Before 2015 joanna-bryson.blogspot.com
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MIDI-RAE-JEPA-SON: scrawl me maybe drscotthawley-midi-rae-jepa-son.hf.space
Articles & links
Speaking of [collective noun] of agents, here's a way to check how/if your models are running on different machines. (Like running `nvtop` on each one manually...as I did before tonight.) github.com/drscotthawle...
This could be difficult. Typically instrumental recordings are done as work-for-hire. (e.g. "Standing in the Shadows of Motown") Still, one might argue for Neighboring Rights -- except the USA doesn't pay those. www.reuters.com/legal/litiga...
Scott H. Hawley reposted
Anatomy of a Nature AI Article 😂 diagrammonkey.wordpress.com/2025/04/07/a...
Anatomy of a Nature AI article diagrammonkey.wordpress.com
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Scott H. Hawley reposted
I got asked about AI Ethics History before 2015 and happened to be on a train. Makes a fuss over Blay Whitby's seminal UK work in the 1980s (!!) among other things. joanna-bryson.blogspot.com/2026/08/ai-e...
AI Ethics History Before 2015 joanna-bryson.blogspot.com
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Woops! Copy paste error. Thanks for pointing that out. The project page has it right: drscotthawley-midi-rae-jepa-son.hf.space?__theme=dark
Their own posts
Recent commentary
What should be the collective term for a group of AI agents? A troop? A gaggle? A murder? A congress? I like we one we use for starlings: A murmuration!
Releasing "Opa" - "Own your context": I don't love how much of my work lives in platforms I don't control. When my email account died, Anthropic wouldn't let me change emails or export my data. Even on the new account, their search only matches chat titles, not content. Good luck finding anything...
Claude Code doing its best to bankrupt me. 😜 Reminder that Anthropic sells *tokens*
I beg ML conference organizers to abandon author-year citation format when page limits are on the line. Numeric/IEEE is so much more concise and what most of us from physics and engineering are accustomed to. I'm losing nearly half a page to "(LastName1 & LastName2, XXXX)" over & over.
Why do UK universities keep cutting Humanities when it's software engineering (what most CS programs produce ) that's being gutted by AI? Or maybe they're cutting CS too and I'm just not seeing posts about it?
Seems Anthropic is saving money by just making our requests take 5x longer than before. :-/
Their network
In Scott H. Hawley's orbit
Center = Scott H. Hawley. Left = members they follow (green edges). Right = members who follow them (blue edges). Top = mutual follows (orange edges, slightly larger). Drag any node to reposition; click to open that profile.