Artificial Intelligence
Understand modern AI — and build a collaboration with it that strengthens your thinking instead of replacing it.
Understand the technology
How LLMs Actually Work
Tokens, training, prediction — a mental model accurate enough to use AI wisely.
Generative AI & Agents
From single prompts to autonomous multi-step agents: capabilities and failure modes.
Machine Learning Basics
Supervised, unsupervised, reinforcement — the paradigms beneath the products.
AI in Psychology & Health
Where AI genuinely helps in mental-health support and research — and hard limits.
AI Safety & Alignment
Why making powerful systems reliably beneficial is a serious technical field.
Quantum Machine Learning
Where quantum computing and AI might intersect — the honest state of play.
Six habits of a skilled AI collaborator
Understand the model
Know what prediction is — so you know when to trust output and when to verify.
Prompt responsibly
Give context, constraints and examples. Ask for reasoning, not just answers.
Verify answers
Treat confident output as a draft. Check sources, especially for facts, health and money.
Protect your privacy
Decide deliberately what personal data you share with any AI system.
Recognize hallucinations
Learn the tells: fabricated citations, over-smooth certainty, invented specifics.
Avoid dependency
Use AI to extend thinking, not outsource it. Keep skills you'd regret losing.
The Psychology of Human–AI Relationships
Attachment, trust and anthropomorphism in daily AI use.
Future ScenarioPersonal AI and the Future of Self-Improvement
What an ethical AI coach could look like — and the guardrails it needs.
PracticeHuman vs. AI Invaders
Defend consciousness from Distraction Bots and Bias Machines. Playable now.