Knowledge Library · v1
Want to go deeper?
The Operator Guide is the entry point. This is the sources behind it — the channels, sites, people, methods and tools I actually use. Paid access, so the list stays curated and honest.
Curated July 2026 · refreshed quarterly. Founding price. No subscription.
€39 once. Lifetime access.
€39 buys the names, the order to consume them in, what to skip, and the monthly member briefing when it launches — what changed, what to ignore.
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Quick paths
Paid readers get three ready-made sequences: three-hour crash course, L&D / OD leader path, and the trajectory reading list.
The seven shelves
This is what each shelf teaches. Names, links and reasoning are inside.
1 · Understand
What is actually happening inside the machine.
Video (~1 hr) — how large language models actually work
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Video (~3.5 hr) — the full mechanism behind modern chat models
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Video — an experienced builder shows his daily usage
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Video series — visual, first-principles walkthrough of neural networks
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Free course — structured foundations from a frontier lab
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2 · Reframe
The mental models that change how you work with AI.
Book — working alongside AI as a colleague, not a tool
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Newsletter — weekly signal on what actually works with frontier models
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Working paper — field study on AI narrowing the specialist / generalist gap
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Essay — the one-page argument for why scale keeps winning
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Long essay — a load-bearing view of the next three years
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3 · Build
How to construct prompts, context and workflows that hold up.
Docs — the most mechanism-honest prompting reference in public
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Guide — current model-family prompting primer, from the source
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PDF primer — agent design from a lab shipping it in production
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Engineering post — the other required primer on effective agents
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Blog — daily log of what is actually shipping and working
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4 · Apply
Evidence, playbooks and case work — AI meeting real jobs.
Report series — recurring dataset on how AI is landing at work
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Research hub — ongoing analysis for L&D and HR leaders
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Paper — a controlled field study on where AI helps and where it quietly hurts knowledge work
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Report — broad enterprise view of where value is landing
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5 · Expect
Where this is all heading, from people who show their reasoning.
Annual report — the reference volume on where AI actually is
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Research post — how long a task AI can reliably complete
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Scenario forecast — a concrete artifact for the next few years
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Essay — the optimistic case for powerful AI going well
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Essay — what happens to labour markets when AI actually works
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Podcast — long-form interviews with people building frontier AI
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Podcast — a weekly news layer for staying oriented
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6 · Tools
The operator's stack. Pick a primary; keep a second for cross-checking.
Frontier assistants — the three platforms the Operator Guide sets up
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Source-grounded notebooks — highest wow-per-minute for learning
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Research assistant — citations by default, good training wheels for verification
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AI meeting notes — the lowest-friction hours-back workflow
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Natural-language app builder — this site was built with it
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Coding agent — where operating goes next: delegating multi-step work
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7 · Nederlandstalige bronnen
Deliberately unique to this library — nobody else curates Dutch-language AI sources seriously.
Podcast and newsletter — the best Dutch-language AI source
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What deliberately didn't make the cut▾
Curation is subtraction. Excluded, with reasons:
- Daily tool-listicle YouTube channels Novelty churn; you'll know 50 tools and operate none of them.
- 'Top 100 prompts' collections Technique without mechanism; expires with every model release.
- Breathless AGI-tomorrow / AI-is-a-fad commentary The Expect shelf covers trajectory with people who show their reasoning.
- Most LinkedIn prompt carousels See above.
v1 · July 2026 — initial release: 7 shelves, ~30 entries, curated quick paths.