演講摘要-中國YC陸奇:人工智能時代的創新創業浪潮

無意間在知乎上看到的演講,是YC中國陸奇在清華的演講,陸奇是微軟和雅虎前總裁,算是華人在矽谷科技業中頂到最高職位的理工人,前陣子被百度挖角回來,目前則是負責中國YC的業務,Y combinator是著名的矽谷創業加速器,從2005年開始,已經培養了4000多位創始人,像是Airbnb, Dropbox都是從這裡培養出來的。

整場演講的大綱

  • AI技術的核心與發展趨勢
  • AI時代的創新機會
  • AI時代的創業
  • AI時代的大學生:准備、探索、參與

第一部分:AI技術的核心和發展趨勢

在這邊提到一個關於感知觀察系統之於整個AI系統的重要性,這邊讓我想到當初對於基因科技的興奮,便是他將人類的遺傳疾病整個轉換成資料科學問題,所以說NGS的技術其實也可以說是一個感知系統,換句話說,實驗室醫學在未來會越來越重要,因為其扮演者將人體生理資訊轉換成資料的角色,當然,也要開始有能打造自己的儀器的能力。

第二部分 AI時代的創新機會

第三部分:AI時代的創業

第四部分:AI時代的大學生:准備、探索、參與

雖然是以大學生為對象,但其實對所有人都有幫助。有趣的一點是陸奇還強調了提升人與人的交互能力,其實就是社交能力。

書籍閱讀:原則 Principles: Life & Work

原則

這本書是由橋水集團創辦人Ray Dalio所寫,會知道Ray Dalio是因為之前看到youtube上面史丹佛商學院的大師訪談(View From The Top)中看了一場關於他的訪談集。這本書很扎實,字字都直得省思和實踐,佩服能以這態度去生活。

這本書分三大部分:介紹、Life Principles、Work Principles

第一部分主要是Ray Dalio介紹自己的生命歷程,直白且具有參考價值,呼應他自己關於radical transparant的原則。

第二部分 Life Principles

Life Principles
擁抱現實
1. Embrace Reality and Deal with it
1.1 Be a hyper-realist
1.2 Truth – accurate understanding of reality is the esential foundation for any good outcome.
1.3 Be radically open-minded and radically transparent.
1.4 Look to nature to learn how reality work
1.5 Evolving is life’s greatest accomplishment and its greatest reward
1.6 Understand nature’s practical lessons
1.7 Pain + Reflection = Progress
1.8 Weigh second- and third-order consequences.
1.9 Own your outcomes.
1.10 Look at the machine from the higher level.

2. Use the 5-step Process to Get What You Want Out of Life
2.1 Have clear goals.
2.2 Identify and don’t tolerate problems.
2.3 Diagnose problems to get at their root causes.
2.4 Design a plan.
2.5 Push through to completion.
2.6 Remember that weakness don’t matter if you find solutions.
2.7 Understand your own and other’s mental maps and humility.

  1. Be radically open-minded
    3.1 Recognize your two barriers
    3.2 Practice radical open-mindedness
    3.3 Appreciate the art of thoughtful disagreement
    3.4 Triangulate your view with believable people who are willing to disagree
    3.5 Recognize the signs of closed-mindedness and open-mindedness that you should watch out for
    3.6 Understand how you can become radically open-minded
  2. Understand that people are wired very differently
    4.1 Understand the power that comes from knowing how you and others are wired

4.2 Meaningful work and meaningful relationships aren’t just nice things we chose for ourselves – they are genetically programmed into us
4.3 Understand the great brain battles and how to control them to get what “you" want
4.4 Find out what you and others are like.
4.5 Getting the right people in the right roles in support of your goal is the key to succeeding at whatever you choose to accomplish

  1. Learn how to make decisions effectively
    5.1 Recognize that 1) the biggest threat to good decsion making is harmful emotions, and 2) decision making is a two-step process

5.2 Synthesize the situation the situation at hand
5.3 Synthesize the situation through time.
5.4 Navigate levels effectively
5.5 Logic, reason, and common sense are your best tools for synthesizing reality and understanding what to do about it
5.6 Make your decisions as expected value calculations
5.7 Prioritize by weighing the value of additional information against the cost of not deciding.
5.8 Simplify!
5.9 Use principles
5.10 Believability weight your decision making
5.11 Convert your principles into algorithms and have the computer make decisions alongside you
5.12 Be

Work Principles

待續