Machine Intelligence - 2025
A chronological archive of Machine Intelligence reading list posts.
2025
December 2025
🔗 Indie game developers have a new sales pitch: being ‘AI free’
🔗 So you wanna build a local RAG?
🔗 AI agents are starting to eat SaaS
🔗 AWS re:Invent 2025 - Angry Birds Meets GenAI: Transforming Rovio's Asset Creation with AWS (IND398)
🔗 The Quiet Coup. How AI Took Over Games and Media… | by Josh English | Nov, 2025
🔗 InstaVM
🔗 Effective harnesses for long-running agents Anthropic
🔗 AI Model & API Providers Analysis
🔗 Python is not a great language for data science. Part 1: The experience
🔗 The Cure for the Vibe Coding Hangover — Corey J. Gallon, Rexmore
November 2025
🔗 The Case That A.I. Is Thinking
🔗 Emergent introspective awareness in large language models Anthropic
🔗 The Unfinished Film: Where Your Imagination Leads and AI Follows
🔗 The Gen AI Bridge to the Future – Stratechery by Ben Thompson
🔗 Identifying indicators of consciousness in AI systems
🔗 AI's Dial-Up Era - by Nowfal Khadar
🔗 x.com
🔗 Introducing Claude Opus 4.5 Anthropic
🔗 GitHub - pravaco/cuaview-releases: native claude computer use app for mac
🔗 GitHub - JediLuke/spex: Executable specifications for AI-driven development
🔗 Knife Juggling: How We’re Building a New Free AI Normal
🔗 Will Gemini 3.0 Change Game Development Forever? | by Josh English | Nov, 2025
October 2025
🔗 A small number of samples can poison LLMs of any size Anthropic
🔗 This Is How Much Anthropic and Cursor Spend On Amazon Web Services
🔗 Silicon Valley Is Obsessed With the Wrong AI
🔗 Why do LLMs freak out over the seahorse emoji?
🔗 The Human Brain Operates at a Stunningly Slow Pace
🔗 Joe Magerramov's blog: The New Calculus of AI-based Coding
🔗 Advanced Context Engineering for Agents
🔗 Builders, Solvers and Cynics
🔗 You Have No Idea How Screwed OpenAI Actually Is
🔗 Train with coding assistants like Magnus Carlsen trains with chess engines
September 2025
🔗 Buy it in ChatGPT: Instant Checkout and the Agentic Commerce Protocol
🔗 Google's top AI scientist says 'learning how to learn' will be next generation's most needed skill
🔗 Workflows Are Over. AI Agencies Are Here. | by Marc Puig | Sep, 2025
🔗 The Technium: The Periodic Table of Cognition
🔗 Context Engineering for AI Agents: Lessons from Building Manus
August 2025
🔗 When everyone gets a genie — learning to handle expertise you didn't earn
🔗 GitHub - manzaltu/claude-code-ide.el: Claude Code IDE integration for Emacs
🔗 Turning Claude Code Into My Best Design Partner – Between the Prompts
🔗 Best Practices for Building Agentic AI Systems: What Actually Works in Production
🔗 how to build a coding agent: free workshop
🔗 GitHub - firecrawl/open-lovable: 🔥 Clone and recreate any website as a modern React app in seconds
🔗 [2506.08837] Design Patterns for Securing LLM Agents against Prompt Injections
July 2025
🔗 Design Patterns for Securing LLM Agents against Prompt Injections
🔗 Writing documentation for AI: best practices
🔗 Stop Building AI Agents: Use Smarter LLM Workflows
🔗 The Uncertain Future of Coding Careers and Why I'm Still Hopeful
🔗 Context Engineering for Agents
🔗 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
🔗 From Vibe Coding to Marketing Plans: How PRFAQ Provides AI Context
🔗 My AI skeptic friends are all nuts
🔗 AI makes the humanities more important, but also a lot weirder
🔗 How we built our multi-agent research system Anthropic
🔗 Claude Code + Context7 MCP Server Is a GAME CHANGER for AI Coding
🔗 AI and the Rise of Judgement Over Technical Skill
🔗 My AI Skeptic Friends Are All Nuts · The Fly Blog
🔗 A knockout blow for LLMs? - by Gary Marcus
🔗 The last six months in LLMs, illustrated by pelicans on bicycles
🔗 blog
🔗 Rick Rubin: Vibe Coding is the Punk Rock of Software
May 2025
🔗 System Card: Claude Opus 4 & Claude Sonnet 4
🔗 Mind-reading AI recreates what you're looking at with amazing accuracy
🔗 How a Straight Line Teaches Machines to Learn
🔗 Application Architecture Guide (v2.4)
🔗 KlavisAI: MCP Integrations for AI Applications
🔗 Production-ready MCP integrations for AI applications
🔗 Integrating AI-Powered Tools with Claude Code SDK
🔗 Human Coders vs LLMs: A Redis Developer's Perspective
🔗 Let Artificial Intelligence Evolve
🔗 Why do LLMs have emergent properties?
🔗 Claude can now connect to your world
April 2025
🔗 The Case Against Conversational Interfaces
🔗 AI 2027: Envisioning AI's Future by 2027
🔗 AI Agents: Less Capability, More Reliability, Please
🔗 The StatQuest Illustrated Guide To Machine Learning
🔗 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
🔗 The Problem with Vibe Coding
🔗 LLMs - A Ghost in the Machine
🔗 The Coming Knowledge-Work Supply-Chain Crisis
🔗 Beyond APIs: Software Interfaces in the Agent Era
🔗 The skill of the future is not 'AI', but 'Focus'
🔗 Building an AI That Watches Rugby
🔗 Turn a Codebase into Easy Tutorial with AI
🔗 AI masters Minecraft: DeepMind program finds diamonds without being taught
🔗 The Agency, Control, Reliability (ACR) Tradeoff for Agents
🔗 Understanding Machine Learning: From Theory to Algorithms
🔗 Why LLM-Powered Programming is More Mech Suit Than Artificial Human
March 2025
🔗 Mayo Clinic's secret weapon against AI hallucinations: Reverse RAG in action
🔗 Vibe Coding and the Future of Software Engineering
🔗 The End State of the "End of Software"
🔗 A Bear Case: My Predictions Regarding AI Progress
🔗 World's First Side-Flipping Humanoid Robot: Unitree G1
🔗 AI is Making Developers Dumb
🔗 Build Your Own AI Coding Assistant: A Cost-Effective Alternative to Cursor
🔗 The Bitter Lesson: Rethinking How We Build AI Systems
🔗 Most AI value will come from broad automation, not from R&D
🔗 Deep Learning is Not So Mysterious or Different
🔗 AI + UX: design for intelligent interfaces
🔗 VIBE CODING – The Ultimate Guide with Resources
🔗 Hacker News discussion on 'Deep Learning Is Not So Mysterious or Different'
🔗 What is Model Context Protocol (MCP)? How it simplifies AI integrations compared to APIs
February 2025
🔗 Gradual Disempowerment: Systemic Existential Risks from Incremental AI Development
🔗 Understanding the Role of Empty HTML/CSS in Web Development
🔗 (WIP) A Little Bit of Reinforcement Learning from Human Feedback
🔗 What Everyone Gets Wrong about AI
🔗 A.I. Is Prompting an Evolution, Not Extinction, for Coders
🔗 A Little Bit of Reinforcement Learning from Human Feedback
🔗 Understanding Reasoning LLMs
🔗 PromptLayer Empowers Non-Techies in AI App Development
🔗 The Titans Paper: Google's Next Transformer Breakthrough
🔗 Systemic Existential Risks from Incremental AI Development
🔗 OpenAI Unveils a New ChatGPT Agent for Deep Research
🔗 Jailbreaking DeepSeek R1 - Prompt Injection Using Charcodes
🔗 Deep Dive into LLMs like ChatGPT by Andrej Karpathy (TL;DR)
🔗 AI and the Evolution of Coding
🔗 How I use LLMs as a staff engineer
🔗 DeepSeek, China, OpenAI, NVIDIA, xAI, TSMC, Stargate, and AI Megaclusters | Lex Fridman Podcast #459
🔗 Strategic Wealth Accumulation Under Transformative AI Expectations
🔗 Revenge of the GPT Wrappers: Defensibility in a world of commoditized AI models
January 2025
🔗 NeuralSVG: An Implicit Representation for Text-to-Vector Generation
🔗 What is an AI-first startup?
🔗 Ignore the Grifters - AI Isn't Going to Kill the Software Industry
🔗 Capital, AGI, and Human Ambition
🔗 25 AI Predictions for 2025, from Marcus on AI
🔗 Nvidia shares sink as Chinese AI app spooks markets
🔗 Why Everyone in AI is Freaking Out About DeepSeek
🔗 Plentiful, high-paying jobs in the age of AI
🔗 Where will AI be at the end of 2027? A bet
🔗 The day I taught AI to read code like a Senior Developer
🔗 AI Founder's Bitter Lesson. Chapter 1 - History Repeats Itself
🔗 Markdown for the AI Era with AgentMark
🔗 AI Founder's Bitter Lesson. Chapter 2 - No Power
🔗 41% of Employers Worldwide Say They'll Reduce Staff by 2030 Due to AI
🔗 Things we learned about LLMs in 2024
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