目前影響我們每箇人的機器智能普遍應用其實是推薦算法（TikTok），另自動駕駛也已走向現實。對於工具，對於普通用戶，也許應用比原理更為重要。
機器智能除了能夠輔助人類進而加速文明進程，還可以解放人的雙手與大腦，讓人類有更多的閒暇時間享受生命本身與人類知識。機器智能作為人類工具，能夠用來造福也能夠用來危害，就如核動力與原子彈，取決我們如何使用。對於潛在威脅，需要時刻考慮制約權力，透過治理實現去風險。
“People are tool-builders with an inherent drive to understand and create, which leads to the world getting better for all of us. Each new generation builds upon the discoveries of the generations before to create even more capable tools—electricity, the transistor, the computer, the internet, and soon AGI.” “Agency, willfulness, and determination will likely be extremely valuable. Correctly deciding what to do and figuring out how to navigate an ever-changing world will have huge value; resilience and adaptability will be helpful skills to cultivate. AGI will be the biggest lever ever on human willfulness, and enable individual people to have more impact than ever before, not less.”
Superintelligence 🤔 ASI (Artificial Superintelligence) “Moving at speed in uncharted waters is an incredible experience, but it is also immensely stressful for all the players.” Only true builders can truly understand this. 🗺️ ⛵️
人類生活一代一代越來越好；Deep learning worked；石器 → 農業 → 工業 → 智能；compute, energy, and human will；科技需要普惠大眾；未來只會更繁榮；工作變化要比人們想象的更緩慢，未來人們也不會無事可做，總是會有新的需求；智能放大箇體能力，社會越來越繁榮。‣
Sequoia Capital AI Ascent 2025 Conference
相關：https://x.com/tutuxixi05/status/1925397223560683840 “We don’t care about unicorns. We care about revenue and free cash flow.” “Agent Swarm → Agent Economy”
AI's Trillion-Dollar Opportunity: Sequoia AI Ascent 2025 Keynote
AI 用在科學研究；Google 認為 ChatGPT 是威脅者，Facebook 也認為 ChatGPT 是威脅者；Algorithmic feed
Demis Hassabis On The Future of Work in the Age of AI
讓自己處在 AI 環境中，學會成為最新工具的使用者，就像网路那樣；radical abundance