Content

References

YouTube videos

AI framework|What is AI?|AI Structure

1. AI periodic table by IBM Technology
2. How I use LLMs -- by Andreij Karpathy
3. Software in the Era of AI -- by Adreij Karpathy
4. Let's build GPT: from scratch, in code, spelled out -- by Andreij Karpathy
5. RAG explained for beginners -- Kodecloud.
6. What is a Vector Database? Powering Semantic Search & AI Applications -- by Martin Keen IBM Technology
7. What are Word Embeddings?
8. Nano Banana image tool from Google
9. Fei Fei Li -- The Future of AI is Here
10. Marina Weyss AI Engineering in 14 min video and topics
11. Marina Weyss AI Engineering in 76 min
12. Chapter 1 from AI E book by C Huyen
13. AI Engineering check list

AI coding

1. Unslot -- help running LLM models locally
2. MCP vs API -- by Martin Keen
3. Building AI agents in pure python -- by Dave Ebbelaar
4. Fine-tune LLM with ollama -- by Tech with Tim
5. Teach LLM Something New 💡 LoRA Fine Tuning on Custom Data -- by python simplified Mariya Sha

AI news and surveys

1. Searchlight AI survey
2. AI talent war/AI bubble - BBC
3. AI talent war/AI bubble - NYT
4. AI talent war/AI bubble - PBS

Selections by different authors

1. Dr. Andrea Guiati's "The best AI tools by category"
2. AG+ Continuously growing list of AI tools
3. Dr. Aimable Twagilimana's "News of AI in education"

Reports, Papers and Articles

AI in the economy and labor market

1. MIT's State of AI in Business 2025
2. The A.I.-Profits Drought and the Lessons of History by Cassidy
3. Project ICEBERG -- Can AI do your job?
4. Pascual Restrepos' paper "We Won't be Missed" summary
5. Forrester's report: Ground Your Workforce AI Strategy In Human Experience

AI on learning, emotions and cognition

1. MIT paper "Your Brain on chatGPT"
2. https://www.nytimes.com/2025/08/08/technology/ai-chatbots-delusions-chatgpt.html
3. This isn’t About Cheating, but a Loss of Dominance
4. Peter Attia and Joe Liemandt on AI and education

Research and achievements with the help of AI

1. AI wins medal in International Mathematics Olympiad
2. AI 'outperforms' doctors diagnosing breast cancer

Academia and Learning

1. Colleges Turn to AI to Ease Staff Demands
2. Dunning-Krugger effect -- over and under estimation of own skills
3. SUNY AI Strategic Plan
4. Learning How to Learn article September 12, 2025
5. Academics must be open to changing their minds on acceptable AI use
6. AI Assessment Scale (AIAS)
7. Empower Your Faculty with AI Literacy (Free Alchemy course)
8. Digital Education Council AI Literacy Framework
9. How (not) to use the AI Assessment Scale
10. Podcast: A Different Way to Think About AI and Assessment
11. Digital Education Council
12. https://learnyourway.withgoogle.com/
13. https://labs.google/
14. Tech Crunch: Microsoft adds Anthropic’s AI to Copilot
15. The doer effect
16. Silicon Valley Doesn't Understand The Bitter Lesson – Richard Sutton
17. Have we learned AI's bitter lesson by Welch Labs

AI Engineering

1. RAG vs Finetuning by salesforce
2. RAG vs Finetuning by Perplexity
3. AI Engineering book

Online resources

apps, models, repositories

1. AI apps
2. Gen-AI architecture
3. Ollama Explained
4. A small sample of leaderboards