20W — What It Costs to Train
What it really costs to train a mind versus an AI — the energy, the data, the capability — in six charts, and why the obvious comparison misleads in both directions.
Read the piece → FoxxeLabs ResearchManaging the AI Bubble
The economics of AI disruption: who captures value, what breaks, and positioning strategies for 2026–2028.
View presentation → FoxxeLabs Research — NewAfter the Bubble: What Comes Next?
The labour-for-wages model is breaking. Displacement, the meaning crisis, and cooperative on-ramps for Ireland.
Read the exploration → FoxxeLabs Research — NewAI Model Performance Timeline
Interactive benchmark chart tracking every major ChatGPT and Claude release since 2022. The convergence story, visualised.
Explore the chart → FoxxeLabs Research — NewDoes AI Make Us Smarter?
A 44× multiplier on one practitioner's project-initiation rate. The augmentation case, the heavy-user cohort, and why the atrophy studies are measuring the wrong thing.
Read the argument →Cognitive architecture, in production.
An Irish research lab. Mnemos at 75,000+ documents, Léargas, Aislinge, 12+ services on Fly.io. MSc cyberpsychology research.
Latest Resources
- $965 Billion and a Date — Opinion
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- The Agentic Pipeline: How One Operator Builds Like a Team — Research
What this is (and isn't)
- Is: actionable guides, frameworks, and credible news summaries.
- Isn't: hot takes, hype, or shallow coverage.
The Workshop
A cabinet of small, sharp tools — most run entirely in your browser.
Irish pronunciation and flashcards, a bridge-bidding trainer, a build-your-machine guide, quizzes on cyberpsychology and the psychology of the buy — and, for the brave, on-device AI that runs neural networks directly on your GPU via WebGPU. No server. No account. No data leaving your device.
A standing demonstration that meaningful, characterful software doesn't require accounts, servers, or centralised compute. Most of it runs on the device in front of you.
What is Cyberpsychology? John Suler's video
Further Reading
- Kaye, L. K. (n.d.). Building a career in cyberpsychology [Microsoft Sway]. Edge Hill University. View presentation →
Resources
In-depth guides on AI model types, security patterns, applications, and industry developments.
News
Curated updates on significant AI developments — model releases, research breakthroughs, and industry shifts.
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