AI & Machine Learning¶

Collected notes on artificial intelligence — from coding agents and context engineering to compute scaling, AI safety, and the broader intelligence acceleration.

• 2026-02-11
  Something Big Is Happening: An AI Founder's Warning to Friends and Family

  Matt Shumer

  AIAI-accelerationjob-displacementintelligence-explosion
• 2026-02-10
  AI 時代注意力經濟的終結

  Manny YH Li

  AIcontent-industryattention-economyplatform-disruption
• 2026-02-08
  Living with Muse: A Two-Week Experiment in Human-AI Symbiosis

  Hsc

  museai-assistantclaude-opushuman-ai-collaboration
• 2026-01-31
  AI Coding Agent 基礎建設：環境配置與工具選擇

  胡嘉豐

  ai-coding-agentdevelopment-environmenttoolingclaude-code
• 2026-01-28
  Personal Private Programmable: Balaji on Claude Code + Obsidian + Crypto

  Balaji Srinivasan

  decentralizationlocal-aiprivacycryptoobsidian
• 2026-01-28
  Semis Memo: Muscle Memory - AI 半導體供應鏈知識門檻正在提高

  Citrini Research

  semiconductorsAI-infrastructuresupply-chainmemoryHBM
• 2026-01-27
  MapleLeafCap AI Analyst: Multi-Agent Workflow for Investment Research

  MapleLeafCap

  ai-analystmulti-agentinvestment-researchworkflow
• 2026-01-27
  Claude Code Task System：Agent Swarms 的實現

  CJ Hess

  claude-codeagent-swarmstask-systemmulti-agent
• 2026-01-27
  Dario Amodei: Adolescence of Technology (2026)

  Dario Amodei (Anthropic CEO)

  AI-safetyanthropicconstitutional-aiinterpretability
• 2026-01-27
  Claude Code 上下文管理 - 宝玉的 6 條實戰經驗

  宝玉 (@dotey)

  claude-codecontext-managementworkflowbest-practices
• 2026-01-27
  Claude Code Task System 工作流分析

  workflowclaude-codetask-systemplanning
• 2026-01-26
  Karpathy on Claude Code: The Phase Shift in Software Engineering

  Andrej Karpathy

  claude-codeai-codingphase-shiftsoftware-engineering
• 2026-01-26
  Building AI Agents for Financial Services: Lessons from Fintool

  Nicolas Bustamante (Fintool)

  ai-agentsfinancial-servicesarchitectureproduction
• 2026-01-26
  Claude Code Skills 2.0 Architecture Guide

  Yuker

  claude-codeskillsarchitecturemodular-design
• 2026-01-25
  ARK Big Ideas 2026：大加速時代來臨，你準備好了嗎？

  ARK-InvestAIblockchainroboticsGDP-growth
• 2026-01-24
  為何你的 AI 招募 Agent 會失敗：製造業人才招募中的隱藏鴻溝

  Sean Liu

  AIrecruitmentorganizational-theorymanufacturing
• 2026-01-23
  2025 Letter: We're So Wildly Early

  Zhengdong Wang (DeepMind)

  AIscalingcomputedeepmindAGI
• 2026-01-23
  The New Space Race: Seizing the Means of Intelligence Production

  Mary (@howdymerry)

  AIgeopoliticssupply-chainsovereigntysemiconductors
• 2026-01-23
  Managing Large CLAUDE.md Files with Document References

  claude-codedocumentationworkflowbest-practices
• 2025-12-27
  A Guide to Claude Code 2.0 and Getting Better at Using Coding Agents

  Sankalp (@dejavucoder)

  claude-codecoding-agentscontext-engineeringai-tools