3 Years of AI in 32 Minutes (chatbots to agents)
🤝 Your team not maximizing Claude? I run 1:1 and team AI workshops for companies doing $10M+ per year: https://aibuilder.academy/yt/xTezHGeDyPM Over the past few years, AI has evolved at an overwhelming pace. Here, I (try to) recap everything you need to know and give a sense of what's coming next. References [1] https://openai.com/index/chatgpt/ [2] arXiv:2203.02155 [cs.CL] [3] arXiv:2203.02155 [cs.CL] [4] https://www.ibm.com/think/topics/context-window [5] https://platform.openai.com/docs/models/gpt-4-turbo [6] https://www.anthropic.com/news/100k-context-windows [7] https://claude.com/blog/claude-2-1-prompting [8] arXiv:2307.09288 [cs.CL] [9] arXiv:2407.21783 [cs.AI] [10] https://openai.com/index/learning-to-reason-with-llms/ [11] arXiv:2501.12948 [cs.CL] [12] https://www.primeintellect.ai/blog/synthetic-1-release [13] arXiv:2501.12948 [cs.CL] [14] https://modelcontextprotocol.io/introduction Intro - 0:00 ChatGPT - 0:17 The LLM Race & Scaling Laws - 4:53 Hallucinations, Scaffolding & RAG - 8:05 Long Context Windows - 12:16 Multimodal Models - 13:35 Reasoning Models & Test-time Compute - 15:15 RL, DeepSeek, and Deep Research - 18:32 Tool calling & MCP - 23:00 AI Agents, Coding Agents - 26:10 Scaling Up Agents - 28:15
