#machine-learning
Every item in the public site that shares this topic, gathered across writing, book notes, and publications.
- Entries
- 17 total
- Writing
- 15
- Book notes
- 2
- Publications
- 0
Writing
2025
- Oct 4, 2025 Mastering Your Local AI: Beyond the Basics
How to move from running local AI to using it well.
- Sep 2, 2025 Cracking Open AI Models: What AI Intelligence Actually Looks Like
What the files inside a local AI model actually do.
- Aug 4, 2025 Turning Your Knowledge Into Your AI’s Superpower: Understanding RAG
What RAG is and how it helps AI answer from your notes and sources.
- Jun 24, 2025 The Unwritten Code: Rethinking AI and Technology Through Hidden Ways of Knowing
Why not all knowledge can be reduced to written code.
- May 29, 2025 Making My Digital Garden Interactive
How I turned my digital garden into an interactive knowledge space.
2024
- Jun 9, 2024 Experiential Learning and Its Synergy with Artificial Intelligence
How experiential learning and AI can work together in practice.
- May 6, 2024 The Case for Running AI/ML Models Locally
Why running models locally is worth learning and experimenting with.
- Apr 11, 2024 Leveraging Generative AI for STEAM Education - A Wicked Problem Assignment
A wicked-problem STEAM assignment for using generative AI to analyze complex issues.
2023
- Oct 26, 2023 Extending the Attribution of Consciousness to AI
What AI can and cannot tell us about consciousness.
- Sep 14, 2023 Integrating AI in K-12 Education: Navigating Ongoing Debate
Why K-12 AI adoption needs balance, ethics, and human judgment.
- Aug 6, 2023 Finding the Perfect Match: A Guide to Testing Different AI and LLM Models for Your Dataset and Purpose
How to choose among AI and LLM models for a specific use case.
- Apr 7, 2023 Understanding Theory of Mind in AI: Implications and Limitations
What theory of mind tests can and cannot tell us about AI.
- Feb 17, 2023 Watching AI Virtual Assistants Grow Up
How AI virtual assistants are evolving in public view.
- Jan 31, 2023 Making Sense of ChatGPT and GPT-3
How ChatGPT changes classroom conversation and why the underlying model matters.
2014
- Feb 3, 2014 Looking at Student Work to Identify Deeper Learning
How to spot deeper learning by looking closely at student work.
Book notes
1617667200000
- 2021 The Atlas of AI
Kate Crawford
1506038400000
- 2017 Perceptrons: An Introduction to Computational Geometry, Expanded Edition
Marvin Minsky, Seymour A. Papert