Machine Intelligence - 2025
A chronological archive of Machine Intelligence reading list posts.
2025
October 2025
🔗 You Have No Idea How Screwed OpenAI Actually Is
🔗 Claude Skills: Customize AI for your workflows Anthropic
🔗 A small number of samples can poison LLMs of any size Anthropic
🔗 The Human Brain Operates at a Stunningly Slow Pace
🔗 Andrej Karpathy — AGI is still a decade away
🔗 This Is How Much Anthropic and Cursor Spend On Amazon Web Services
September 2025
🔗 Workflows Are Over. AI Agencies Are Here. | by Marc Puig | Sep, 2025
🔗 Effective context engineering for AI agents Anthropic
🔗 Buy it in ChatGPT: Instant Checkout and the Agentic Commerce Protocol
August 2025
🔗 GitHub - firecrawl/open-lovable: 🔥 Clone and recreate any website as a modern React app in seconds
🔗 Best Practices for Building Agentic AI Systems: What Actually Works in Production
🔗 GitHub - manzaltu/claude-code-ide.el: Claude Code IDE integration for Emacs
🔗 When everyone gets a genie — learning to handle expertise you didn't earn
🔗 [2506.08837] Design Patterns for Securing LLM Agents against Prompt Injections
🔗 Turning Claude Code Into My Best Design Partner – Between the Prompts
🔗 how to build a coding agent: free workshop
July 2025
🔗 Stop Building AI Agents: Use Smarter LLM Workflows
🔗 Context Engineering for Agents
🔗 The Uncertain Future of Coding Careers and Why I'm Still Hopeful
🔗 I Shipped a macOS App Built Entirely by Claude Code
🔗 Everything around LLMs is still magical and wishful thinking · A Place Where Even Mammoths Fly
June 2025
🔗 AI makes the humanities more important, but also a lot weirder
🔗 AI and the Rise of Judgement Over Technical Skill
🔗 Fine-Tuning LLMs is a Huge Waste of Time
🔗 Claude Code + Context7 MCP Server Is a GAME CHANGER for AI Coding
🔗 blog
🔗 My AI skeptic friends are all nuts
🔗 Rick Rubin: Vibe Coding is the Punk Rock of Software
🔗 How we built our multi-agent research system Anthropic
🔗 Andrej Karpathy: Software Is Changing (Again)
🔗 Remote MCP support in Claude Code Anthropic
🔗 The last six months in LLMs, illustrated by pelicans on bicycles
May 2025
🔗 A little bit about back-propagation
🔗 Human Coders vs LLMs: A Redis Developer's Perspective
🔗 KlavisAI: MCP Integrations for AI Applications
🔗 How a Straight Line Teaches Machines to Learn
🔗 Integrating AI-Powered Tools with Claude Code SDK
🔗 Let Artificial Intelligence Evolve
🔗 Mind-reading AI recreates what you're looking at with amazing accuracy
🔗 This book on agents was written entirely by generative AI
🔗 System Card: Claude Opus 4 & Claude Sonnet 4
April 2025
🔗 The Agency, Control, Reliability (ACR) Tradeoff for Agents
🔗 Generative AI is not replacing jobs or hurting wages at all, economists claim
🔗 Your phone isn't secretly listening to you, but the truth is more disturbing
🔗 MCPs, Gatekeepers, and the Future of AI
🔗 Why LLM-Powered Programming is More Mech Suit Than Artificial Human
🔗 The Coming Knowledge-Work Supply-Chain Crisis
🔗 The skill of the future is not 'AI', but 'Focus'
🔗 The Problem with Vibe Coding
🔗 LLMs - A Ghost in the Machine
🔗 AI Agents: Less Capability, More Reliability, Please
🔗 The StatQuest Illustrated Guide To Machine Learning
🔗 Announcing the Agent2Agent Protocol (A2A)
March 2025
🔗 The Bitter Lesson: Rethinking How We Build AI Systems
🔗 VIBE CODING – The Ultimate Guide with Resources
🔗 AI + UX: design for intelligent interfaces
🔗 AI is Making Developers Dumb
🔗 Mayo Clinic's secret weapon against AI hallucinations: Reverse RAG in action
🔗 What is Model Context Protocol (MCP)? How it simplifies AI integrations compared to APIs
🔗 A Bear Case: My Predictions Regarding AI Progress
🔗 Hacker News discussion on 'Deep Learning Is Not So Mysterious or Different'
🔗 Most AI value will come from broad automation, not from R&D
🔗 Deep Learning is Not So Mysterious or Different
🔗 Can you disrupt AirBnb in a Weekend?
🔗 World's First Side-Flipping Humanoid Robot: Unitree G1
🔗 Build Your Own AI Coding Assistant: A Cost-Effective Alternative to Cursor
February 2025
🔗 R1 Computer Use: Applying Reinforcement Learning to Computer Use
🔗 A Little Bit of Reinforcement Learning from Human Feedback
🔗 Understanding the Role of Empty HTML/CSS in Web Development
🔗 PromptLayer Empowers Non-Techies in AI App Development
🔗 You Can't Build a Moat with AI
🔗 Gradual Disempowerment: Systemic Existential Risks from Incremental AI Development
🔗 The Titans Paper: Google's Next Transformer Breakthrough
🔗 What Everyone Gets Wrong about AI
🔗 You Can't Build a Moat with AI (Redux)
🔗 DeepSeek, China, OpenAI, NVIDIA, xAI, TSMC, Stargate, and AI Megaclusters | Lex Fridman Podcast #459
🔗 AI and the Evolution of Coding
🔗 Jailbreaking DeepSeek R1 - Prompt Injection Using Charcodes
🔗 Revenge of the GPT Wrappers: Defensibility in a world of commoditized AI models
🔗 (WIP) A Little Bit of Reinforcement Learning from Human Feedback
🔗 Strategic Wealth Accumulation Under Transformative AI Expectations
🔗 Deep Dive into LLMs like ChatGPT by Andrej Karpathy (TL;DR)
January 2025
🔗 What is an AI-first startup?
🔗 Plentiful, high-paying jobs in the age of AI
🔗 The Future is Now, If You Want It
🔗 25 AI Predictions for 2025, from Marcus on AI
🔗 AI Founder's Bitter Lesson. Chapter 2 - No Power
🔗 DeepSeek R1 Replicated for $30 | Berkley's STUNNING Breakthrough Sparks a Revolution.
🔗 Capital, AGI, and Human Ambition
🔗 Markdown for the AI Era with AgentMark
🔗 The 2025 AI Engineer Reading List
🔗 Nvidia shares sink as Chinese AI app spooks markets
🔗 Where will AI be at the end of 2027? A bet
🔗 41% of Employers Worldwide Say They'll Reduce Staff by 2030 Due to AI
🔗 The day I taught AI to read code like a Senior Developer
🔗 NeuralSVG: An Implicit Representation for Text-to-Vector Generation
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