Entry points that go further
A compact preview of the topics waiting for you as interactive microlearnings, learning paths and role-based learning formats on the schmidpower app: flashcards, quizzes, reflection questions, progress tracking.
Future Skills
AI fundamentals and adjacent topics, compact and with no prior knowledge required.
Learning Paths
AI Fundamentals
Understand concepts, think critically
Embodiment & AI Transformation
What your body knows about change
Microlearnings
AI Fundamentals
The vocabulary and mental models you need to follow AI conversations, ask better questions, and tell signal from noise.
Transformers and Attention
How modern AI models understand text: from attention mechanics to the latest SSA architectures.
What is AI?
From rule-based systems to neural networks: what AI actually is, what it is not, and how the main branches relate to each other.
How LLMs Work
Tokens, embeddings, attention, and why models hallucinate. A practical look at what happens inside a language model.
How AI Models Get Built
Pre-training, fine-tuning, RLHF, and alignment: where a model's behavior comes from and why it can be changed.
Context, Memory and Limits
What a context window is, why it matters, and how RAG and vector search extend what a model can work with.
AI Models and Who Builds Them
The five organizations that matter most, open source vs. closed models, and what benchmarks actually tell you.
The Right Model for the Right Task
Why model selection is a technical decision. Parameters, emergent capabilities, token costs, and how to match task complexity to model tier.
What Comes After the Chat
From chatbot to agent: how tool use, chain-of-thought reasoning, and multi-agent systems change what AI can do.
Your Body Is Part of What You Think
Before we talk about how AI changes us, one idea has to land first: thinking does not only happen in your head. Here is the groundwork.
Four worlds. Four didactics.
One click away.
The same knowledge, four different surfaces: Sales, Engineering, Production and Development learn differently.
Sales
Fast. Story-driven. Persuasive.
Short, visual nuggets and conversation guides, learned between two meetings.
Explore →Engineering
Precise. Deep. Structured.
Dense tutorials and documentation, for people who read specifications.
Explore →Production
Clear. Step by step. Safe.
Block-based instructions with maximum readability, even under time pressure.
Explore →Development
Visionary. Connected. Forward-thinking.
Learning paths that make connections visible, from idea to launch.
Explore →