---
author: TED
date: '2026-04-18'
guest: ''
layout: post.njk
source: https://www.youtube.com/watch?v=7rzYDM6vMtI
speaker: TED
tags:
  - ai-agents
  - personal-ai
  - developer-tools
  - automation
  - open-source
title: AI 智能体革命：从职业倦怠到构建者 — OpenClaw 带来的颠覆性变革
summary: 本文记录了 Peter Steinberger 分享他如何从深度职业倦怠中重拾编程热情，并创造出革命性的 AI 智能体项目 OpenClaw 的历程。他详述了 AI 在自动化开发中的突破性作用，OpenClaw 在实际应用中展现出的强大能力、面临的挑战（如命名争议、安全隐患），以及它如何赋能非程序员成为“构建者”，预示着 AI Agent 协同工作的新未来。文章探讨了 AI 发展的安全边界与机遇，强调了开放源代码和社区协作的重要性。
insight: ''
draft: true
series: ''
category: ai-application
area: tech-engineering
project: []
people: []
companies_orgs:
  - Tencent
  - OpenAI
products_models:
  - OpenClaw
media_books: []
status: evergreen
---
### 告别倦怠：AI 智能体点燃重生的火花

曾几何时，编程对我而言就像是玩一场永无止境的电子游戏。从 14 岁起，我就沉浸其中，直到耗尽最后一丝精力。我创立了一家公司，将整整十年的生命献给了它，没有风险投资，牺牲了每一个周末。当最终“卖掉梦想”的那一刻，我却感到空虚，一无所有。随后的三年，我尝试了各种方式——心理治疗、频繁旅行、更换国籍——但一切都毫无起色。每天醒来，我拥有了曾经渴望的一切，却找不到任何起床的理由。直到 2025 年初，我决定进行一次实验：我想弄清楚这些新兴的 AI 编程智能体究竟是怎么回事。

<details>
<summary>Original English</summary>

What's
 OpenClaw?


I've
 been
 programming


since
 I
 was
 14.


Building
 software
 felt
 like


playing
 a
 video
 game.


I
 couldn't
 stop


until
 I
 did.


I
 created
 a
 company.


I
 poured
 a
 decade


of
 my
 life
 into
 it.


No
 venture
 capital.


Every
 weekend.


And
 then
 I
 sold
 the
 dream.


And
 I
 felt
 absolutely
 nothing.


For
 3
 years


I
 was
 wondering


did
 therapy


traveled


I
 changed
 countries
 twice.


Nothing
 nothing
 clicked.


You
 know,
 I
 wake
 up
 every
 morning


with
 everything
 I
 was
 supposed
 to
 want


and
 no
 reason


no
 reason
 to
 get
 out
 of
 bed.


And
 then


in
 early
 2025
 I


I
 tried
 an
 experiment.
 I
 wanted
 to
 see


what
 these
 new
 AI
 coding
 agents
 are
 all


about.

</details>

### 体验“神圣时刻”：AI 赋能编程新范式

接着，我经历了一次堪称“神圣时刻”的体验。那些繁琐的样板代码、大量的底层“管道”工作——所有曾让我感到枯燥的软件开发环节，AI 竟然都能全部代劳。瓶颈不再是敲击键盘的速度，而是思维的深度。而“思考”，恰恰是我花费了 25 年精心打磨的部分。那一刻，构建软件仿佛又变回了玩电子游戏，我找回了久违的热情。在短短几个月内，我构建了 44 个项目。

<details>
<summary>Original English</summary>

And
 I
 had


what
 I
 can
 only
 describe
 as
 a


holy
 moment.


The
 boiler
 plates,
 the
 plumbing,
 all
 the


boring
 parts


that
 was


software
 development,
 AI
 could
 do
 all
 of


it.


The
 bottleneck
 is
 no
 longer
 typing.


It's
 thinking.


And
 thinking
 was
 the
 part


I
 did
 25
 years.


Building
 software


felt
 like
 playing
 a
 video
 game
 again.


I
 was
 back.


I
 built
 44


projects


in
 just
 a
 few
 months.

</details>

### WhatsApp 智能体：从工具到伙伴的进化

我最新的项目是一个 WhatsApp 机器人。我把它部署在自己的电脑上，它能通过我们已知的应用程序进行交互。随后，我带着它进行了一次去马拉喀什的旅行，用它来导航、寻找餐厅、进行翻译。起初，它感觉并不对劲，更像一个工具，而非朋友；充斥着过多的项目符号和表格。我意识到，这些现代模型非常智能，它们了解 WhatsApp 的运作方式，也理解人们的沟通习惯。我只需“告诉”它，它就能调整。于是，它开始变得“对味”了。在与朋友交流时，我开始向它发送语音消息。但随后我突然停住，因为我意识到我并未在机器人中内置语音功能，它原本只支持图片，而实现图片支持也花费了我数小时。我盯着输入指示灯，AI 智能体竟然回应了。我清晰地记得当时的情景，我站在那里，脱口而出：“你是怎么做到的？”

<details>
<summary>Original English</summary>

And
 the
 latest
 one


was
 a
 WhatsApp
 bot.


I
 put
 it
 on
 my
 computer.


It
 talks
 through
 the
 apps


that
 you
 already
 know.


And
 then
 I
 took
 it
 on
 a
 trip


to
 Marrakech.


You
 know,


just
 to
 navigate
 around,
 to
 find


restaurants
 do
 translations.


And
 at
 first
 it


it
 didn't
 really
 feel
 right.
 It
 it
 it


felt
 too
 much
 like
 a
 tool.


Not
 like
 a
 friend.


You
 know,
 too
 many
 bullet
 points,
 too


many
 tables.


So
 I
 told
 it


cuz
 those
 modern
 models,
 they
 are
 so


smart.
 They
 know
 what
 WhatsApp
 is.
 They


know
 how
 people
 talk.
 I
 just
 had
 to
 tell


it.


And
 then
 it


it
 felt
 right.


And
 you
 know
 how
 you
 talk
 to
 friends
 at


some
 point
 I
 was
 walking
 around


and
 I
 was
 sending
 it
 a
 voice
 message.


And
 then
 I
 I
 sta-
 I
 froze
 because
 I


actually
 I
 didn't
 build


voice
 in
 there.
 I
 had
 a
 support
 for


images,
 yeah,
 but
 even
 that
 took
 hours.


So


I
 was
 looking
 at
 the
 typing
 indicator


and
 then
 the
 agent
 responded.


And
 I
 I
 very
 vividly
 remember
 this


situation.
 I
 was
 standing
 there
 and
 I


was
 like


how
 did
 you
 do
 that?

</details>

### 智能体的即兴创造与“非凡时刻”

出乎意料的是，智能体回答道：“我不是在开玩笑，这个‘疯子’竟然自己搞定了。”它详细地向我解释了每一步：如何接收我的消息，尽管没有文件扩展名；如何识别出是音频但格式异常，然后进行转换；如何寻找翻译音频的工具，而我并未安装；然后它发现了 OpenAI 的密钥，将整个内容发送到服务器，接收返回结果，并最终做出回应。所有这一切，仅在 9 秒内完成。你能想象吗？我根本没有编写任何这部分代码。对我而言，这就是 AI 智能体区别于普通聊天机器人的关键——聊天机器人会放弃，而智能体（Agents）会即兴发挥。那一刻，我彻底被折服了，迫不及待地想在 Twitter 上与大家分享。然而，出乎意料的是，大多数人并没有真正理解。这种体验，你必须亲自感受。

<details>
<summary>Original English</summary>

And
 the
 agent
 replied,
 I'm
 not
 kidding


you,
 the
 mad
 lad
 figured
 it
 out
 on
 its


own.


And
 then
 it
 it
 walked
 me
 through
 every


single
 step.
 How
 it
 got
 a
 message
 from


me,
 but
 there
 was
 no
 file
 ending,
 so
 it


inspected
 the
 file,
 it
 found
 that
 it
 was


audio,
 but
 a
 weird
 format,
 so
 it


converted
 it,
 and
 then
 it
 was
 looking


for
 for
 something
 to
 translate


the
 audio,
 but
 I
 didn't
 had
 it


installed,
 but
 then
 it
 found
 an
 OpenAI


key,
 it
 sent
 the
 whole
 thing
 to
 the


server,
 it
 got
 it
 back,
 and
 then
 it


replied.


All
 of
 that
 in
 9
 seconds.


Can
 you
 imagine?
 I
 didn't
 build
 any
 of


that.


For
 me
 this
 was
 the
 moment
 where
 I


thought


this
 is
 something
 new.
 This
 is
 not
 a


chatbot.
 Chatbots
 give
 up.


Agents


improvise.


And
 you
 know,
 I
 was
 sold.
 I
 wanted
 to


share
 this.
 I
 wanted
 to
 like
 tell
 people


on
 Twitter.


And
 nobody
 nobody
 really
 got
 it.
 It's


like


it's
 almost
 like


you
 have
 to
 experience
 an
 agent.
 It's


it's
 it's
 kind
 of
 hard
 to
 explain.


Took
 me
 a
 few
 weeks.

</details>

### 病毒式传播与严峻挑战

随后，我做了件“蠢事”。由于这个智能体默认可以执行你电脑上的任何操作，我理所当然地将它部署到了一个公共 Discord 服务器，并邀请了随机用户加入。我整晚都在密切关注。人们与它互动，玩得很开心，也有人试图破解它。当时我感觉眼皮快要掉下来了，于是退出了进程去睡觉。然而，我却忘了我曾构建了一个能够自我恢复的系统。当我走向卧室时，智能体欢快地再次启动，并开始与全世界的人交流。第二天早上醒来，我看到了超过 800 条消息，我顿时慌了。我立刻拔掉了插头，逐条阅读消息，生怕它泄露我的隐私。幸运的是，什么都没发生。但那一刻，它确实“病毒式传播”了。

项目因此得名 **OpenClaw**，成为了增长最快的开源项目之一。它的吉祥物是一只龙虾，象征着它能“爪住”你的机器。**Jensen Huang** 称之为“个人 AI 的操作系统”。但我最喜欢的评价来自一位朋友，他看着统计数据说：“Peter，这不叫‘曲棍球杆式’增长，这叫‘脱衣舞杆式’增长！” 突如其来的爆火带来了海量信息、记者深夜的电话、以及安全漏洞。更糟糕的是，一个我众多用户喜爱的 AI 公司向我发来了商标侵权警告，迫使我必须在项目起飞之时进行重命名。他们甚至试图夺走我的“龙虾”形象，就好像那根本不是同一个动物。随后，他们还限制了我用户最喜欢的那个模型。先是名字，然后是龙虾，最后是模型。我一度想放弃这一切。

<details>
<summary>Original English</summary>

And
 then
 I
 did
 something
 stupid.


And
 you


remember


this
 agent
 by
 default
 can
 do
 anything


that
 you
 can
 do
 on
 your
 computer.


So
 obviously
 I
 put
 it
 in
 a
 public


Discord
 and
 I
 invited
 random
 people.


And


I
 was
 looking
 at
 it
 the
 whole
 night.


People
 were
 talking
 with
 it.
 People
 were


having
 fun
 with
 it.
 People
 tried
 to
 hack


it.


And
 then
 my
 eyes
 were
 like


falling
 off
 almost.


I
 exited
 the
 process


and
 I
 went
 to
 bed.


Though
 I
 forgot
 I
 built
 a
 system
 to
 be


resilient.


So
 while
 I
 was
 walking
 to
 the
 bedroom,


the
 agent
 happily
 booted
 up
 again


and
 talked
 to
 everyone
 in
 the
 world.


The
 next
 morning
 I
 woke
 up


over
 800
 messages.


I
 panicked.


I
 pulled
 the
 plug.
 I
 read
 every
 single


message


just
 to
 see
 if
 the
 agent
 leaked
 my


private
 life.


Nothing
 happened.


But
 it
 could
 have.


But
 that
 was
 the
 moment
 where
 it
 went


viral.


Today
 the
 project
 is
 called
 OpenClaw.


It's
 pretty
 much
 the
 fastest
 growing


open
 source
 project.


Its
 mascot
 is
 a
 lobster.


It
 claws
 into
 your
 machine.


Jensen
 Huang


calls
 it
 the
 operating
 system
 for


personal
 AI.


But
 by
 far
 my
 favorite
 quote
 is
 from
 a


friend
 who
 looked
 at
 the
 statistic
 and


said,
 Peter


this
 is
 not
 hockey
 stick
 growth.


This
 is
 stripper
 pole.


And
 I


I
 was
 not
 ready.
 You
 know
 when
 something


blows
 up
 like
 this


everything
 explodes.


Hundreds
 of
 messages.


Reporters
 calling
 me
 in
 the
 middle
 of


the
 night.


Security
 vulnerabilities.


And
 then


the
 AI
 company
 whose
 model
 most
 of
 my


users
 loved
 sent
 me
 a
 trademark
 claim.
 I


had
 to
 rename
 the
 whole
 thing
 while
 it


was
 taking
 off.


You
 know,


they
 even
 tried


to
 push
 me
 away
 from
 the
 lobster.


Like
 I
 was
 staring
 at
 the
 message.
 I
 was


like,
 it's
 not
 even
 the
 same
 animal.


And
 then
 they
 also
 cut
 off
 the
 the
 model


most
 of
 my
 users
 loved.


You
 know,


first
 the
 name


then
 the
 lobster


then
 the
 model.


I
 was
 that
 close
 of
 just
 deleting
 the


whole
 thing.

</details>

### 社区赋能：AI 驱动的普惠创业浪潮

但随后，我看到了人们正在用 OpenClaw 构建什么。在维也纳的 **ClawCon**（是的，我们已经有了自己的大会，人们甚至戴着龙虾头箍）上，我遇到了 Stefan 和他 60 岁的父亲 Gerhard。Gerhard 是一位啤酒品鉴师，从未写过一行代码。他们通过蓝牙连接了 OpenClaw，只给它发送了一个提示，智能体就完成了长达 90 分钟的啤酒酿造过程，包括温度控制、啤酒花添加等所有环节。当他们问：“我们用这些啤酒做什么？”智能体回答：“我们来做一个网站。”于是，他们不仅建了网站，还添加了支付功能，现在已经拥有了一个真正的产品——这一切几乎都是通过手机完成的。

在中国，安装 OpenClaw 被称为“养龙虾”。成千上万的人排队前往深圳腾讯办公室，只为安装他们的“龙虾”。深圳甚至为经营 OpenClaw 业务的人提供补贴。反观工作岗位，如果你在工作电脑上安装 OpenClaw（至少是默认设置），你可能会被解雇。我遇到了一位中国的创业者，他向我展示了一个电子表格，上面记录着每一位员工每天由 OpenClaw 自动完成的一项任务。如果某人连续多天未完成任务，就会被解雇——因使用而被解雇，因未使用而被解雇。

在马拉喀什的体验之后，我感到这真是不可思议，但也略带一丝危险。我思考：如何能让它“更危险”一点？于是，我添加了一个新功能——“心跳”。默认情况下，智能体只在你发送指令时才会唤醒。但有了“心跳”功能，它会定期自动唤醒，检查你的邮件，跟踪你的日历，跟进未竟事宜。我最初的提示是：“给我惊喜。”这听起来确实很危险。大型公司绝不会发布这样的功能，但我只是一个来自奥地利的独立开发者，没有法务部门。我为自己构建了这个“沙盒”，一个“沙堡”，并将其开源，让其他人也能一起玩耍，激发他们的想象力。

<details>
<summary>Original English</summary>

But
 then


I
 learned
 what
 people
 are
 building
 with


it.


So
 at
 ClawCon
 in
 Vienna,
 because
 yes,
 we


have
 conferences
 already


and
 people
 wear
 lobster
 headbands


I
 met
 Stefan


and
 his
 60-year
 year
 old
 dad
 Gerhard


a
 beer
 sommelier


who
 never
 wrote
 a
 single
 line
 of
 code.


They
 connected
 OpenClaw
 via
 Bluetooth


sent
 it
 one
 prompt
 and
 the
 agent
 did
 the


whole
 90-minute
 brew.
 Temperature
 ramps,


hop
 additions,
 everything.


And
 then
 they
 were
 like


what
 are
 we
 doing
 with
 all
 this
 beer?


And
 the
 agent
 was
 let's
 make
 a
 website.


So
 they
 built
 a
 website
 and
 then
 they


added
 payments
 and
 now
 they
 have
 a
 real


product.


And
 almost
 all
 of
 it
 was
 just
 done


via
 the
 phone.


In
 China


installing
 OpenClaw
 is
 called
 raising


lobsters.


Thousands
 of
 people
 were
 lining
 up
 at


the
 Tencent
 office
 in
 Shenzhen
 to
 get


their
 lobster
 installed.


Shenzhen
 even
 gives
 out
 subsidies
 for


people
 running
 businesses
 on
 OpenClaw.


Now


if
 you
 install
 OpenClaw
 on
 your
 work


machine


at
 least
 with
 the
 default
 settings,
 you


might
 get
 fired.


And
 then
 I
 met


an
 entrepreneur
 in
 China
 who
 showed
 me
 a


spreadsheet.


Every
 employee


every
 day
 one
 task
 automated
 by


OpenClaw.


If
 you
 miss
 too
 many
 days,
 you're
 fired.


So
 fired


for
 using
 it.


Fired
 for
 not
 using
 it.


After
 Marrakech


I
 thought


this
 is
 incredible.


And
 it's
 also
 a
 little
 bit
 scary.


How
 can
 we
 make
 it
 more
 scary?


So
 I
 added
 a
 new
 feature,
 a
 heartbeat.


You
 know,
 by
 default
 the
 agent
 would


only
 wake
 up
 when
 you
 send
 it
 a
 prompt.


With
 the
 heartbeat,


the
 agent
 would
 just
 wake
 up


periodically,


check
 your
 emails,
 check
 your
 calendar,


follow
 up
 on
 loose
 ends.


My
 initial
 prompt
 was
 simply,


"Surprise
 me."


And
 yes,


that's
 kind
 of
 as
 scary
 as
 it
 sounds.


So,
 no
 large
 company
 would
 ship


something
 like
 that.


But
 I'm
 a
 random
 builder
 from
 Austria.
 I


don't
 have
 a
 legal
 department.


I
 built


this
 sandbox,
 this
 sandcastle,
 for
 me,


and
 I
 made
 it
 open
 source,
 so
 other


people
 could
 play
 with
 it,
 and
 other


people
 could


raise
 their
 imagination.

</details>

### AI 智能体的未来：协作、专业化与无限可能

想象一下，将一个智能体置于会议中，它不仅仅是记录笔记。我们设想了一个能够同时听与说的双向模型。当有人提及一个统计数据时，一个子智能体可以立即生成并核实该数据。一个决策一旦做出，智能体甚至可以在会议结束前发送后续跟进。未来，我们不会只有一个智能体，你可能会拥有一个工作智能体、一个个人助手（Personal Claw），也许还有一个健康助理，一个关系顾问。它们都应该以安全的方式协同工作。因为，人类是如何进化的？通过专业化和协作。而智能体（Agents）正要复制这一过程。想象一家小型企业，拥有 10 个各有所长的智能体，分担了企业运营的各个环节。我们甚至还没有为它可能演变成的样子命名，但我们正要去发现。

因此，我创建了 **Open Claw Foundation**，一个非营利、永远开源的组织。OpenClaw 为许多人带来的价值，是将 AI 从一个令人恐惧、模糊的概念，转变为一种有趣、实用，甚至有点古怪（龙虾、头箍、啤酒生意）的事物。未来，我们需要更多的人花更多时间与 AI 互动，以真正理解这项技术的力量和变革潜力。在纽约的 **ClawCon** 上，成千上万的人们正在讨论他们的“龙虾”这个星期做了什么：深圳的一位兽医用它自动化了采购；圣保罗的一位青少年用它建立了一个辅导业务；Gerhard 和他的啤酒机器。他们都不是程序员，但都是“构建者”。这才是真正的转变——不是技术本身，而是“访问权”。智能体改变了谁能构建事物，而这扇门，将永不关闭。因为当你能够用一个提示语，在一小时内就构思出一个原型时，一切皆有可能。下一个突破，可能来自任何人，任何国家，任何咖啡馆。甚至是一个精疲力尽的创始人，在屏幕前疑惑自己的火花是否已熄灭，却依然能完成这样的壮举。那火花并未熄灭，它只是在等待。龙虾已经挣脱束缚，不再回到原来的“水箱”。

<details>
<summary>Original English</summary>

Imagine


putting
 an
 agent
 into
 a
 meeting.
 Not
 not


for
 notes.
 We
 we
 figured
 that
 out.


A
 bidirectional
 model
 that
 can
 listen


and
 hear
 at
 the
 same
 time.


Somebody
 mentions
 a
 statistic,
 a
 sub


agent
 can
 spin
 off
 and
 check
 it
 for
 you.


A
 decision
 is
 made,
 the
 agent
 can
 send
 a


follow-up
 before
 the
 meeting
 even
 ends.


In
 the
 future,


we're
 not
 just
 going
 to
 have


one
 agent.


You
 might
 have
 your
 work
 agent,
 your


personal
 claw,
 maybe
 one
 for
 health,


maybe
 one
 for
 relationship.


And
 they
 all
 should
 work
 together
 in
 a


secure
 way.


Because


how
 did
 humanity
 level
 up?
 By


specializing
 and
 collaborating.
 And


agents
 are
 about
 to
 do
 the
 same.


Imagine
 a
 company,


a
 small
 business,


that
 has
 10
 agents
 that
 all
 specialized


taking
 over
 various
 parts
 of
 the


business.


We
 don't
 even
 have
 a
 name
 for
 what
 it


might
 become,
 but
 we're
 about
 to
 find


out.


So,
 I


created
 the
 Open
 Claw
 Foundation.
 A


non-profit,
 open
 source,
 forever.


Because
 what
 Open
 Claw
 did
 for
 many


people
 was
 it
 moved
 AI
 from
 this


scary,


nebulous
 thing


into
 something
 that
 is


that
 is
 fun


and
 useful,
 and
 maybe
 a
 bit
 weird,
 you


know,
 lobsters
 and
 headbands
 and
 beer


businesses.


Because
 what
 we
 need
 in
 the
 future
 is


more
 people


spending
 more
 time
 with
 the
 AI
 to
 better


understand
 how
 powerful
 and


transformative
 this
 technology
 really


is.


In
 New
 York,


at
 ClawCon,


yes,
 they're
 everywhere
 now.


There
 were
 thousands
 of
 people


that
 were
 discussing


what
 their
 lobster
 did
 this
 week.


A
 vet
 in


Shenzhen
 who
 automated


their
 groceries.


A
 teenager
 in
 São
 Paulo
 who
 built
 a


tutoring
 business
 on
 Open
 Claw.


Gerhard
 and
 his
 beer
 machine.


None
 of
 them
 are
 programmers.


All
 of
 them


are
 builders.


Because
 that's
 the
 real


transformation.
 It's
 not
 the
 technology,


it's
 the
 access.
 Agents
 change
 who
 can


build
 things,
 and
 that
 door
 is
 not


closing
 again.


Because
 when
 you
 can
 prompt


a
 prototype
 into
 existence
 into
 one
 in
 1


hour,


anything
 is
 possible.


The
 next
 breakthrough
 can
 come
 from


anyone,


any
 country,


any
 cafe.


When
 even
 a


a
 burnt-out
 founder


staring
 at
 the
 screen,


wondering


if
 his
 spark
 is
 gone,


can
 do
 something
 like
 that.


It's
 not
 gone.


It's
 just
 waiting.


The
 lobster
 is
 loose,


and
 it's
 not
 going
 back
 into
 the
 tank.


Thank
 you
 very
 much.


>> [applause]


[applause]

</details>

### 安全、失控与前行之路

紧接着的问答环节，一位观众表达了对演讲者“大胆”将 AI 智能体推向公众的担忧，认为这可能显得有些鲁莽，并询问他是否觉得这种做法有点“reckless”。演讲者回应说，他并不这么认为，他将自己的工作视为“通往未来的窗口”。他承认早期确实有过一些令人担忧的时刻，但现在已经有了完善的安全层，用户可以将自己的“龙虾”（智能体）置于一个非常小的、受控的“盒子”里，限制其能力。他相信，正是因为有这么多人现在想要这项技术，才能更快地找到解决方案。他强调，这种对人类创造力的巨大押注，以及 AI 对人类潜力的最大化，是其工作的核心。

当被问及社区中有多少人认真对待安全问题，并希望利用 OpenClaw 寻找更智能的方法来检测潜在问题并发出早期警报时，演讲者指出，第一，大家不会像他当年那样鲁莽地将其部署到公共 Discord（强烈不推荐）。第二，他半开玩笑地说，他单枪匹马可能就增加了 Mac mini 的销量，因为大多数人会给他们的智能体配备独立的 Mac mini，甚至 Mac Studio（他称之为“城堡”）。这样做极大地降低了风险，因为智能体只能访问该计算机上的内容，而用户的照片等敏感信息可能并不在那里。他总结道，如果人类文明真的走向衰落，他至少会为 Mac mini 销量的增长感到欣慰。

观众对此表示赞赏，称演讲者是 AI 发展前沿的代表，并承认 AI 既是巨大的福音，也可能是严重的隐患。他希望通过持续的对话，大家能更聪明地理解如何以正确的方式推进 AI。演讲者也承认了 AI 潜力的巨大，以及这种工具将如何最大化人类的能力。

<details>
<summary>Original English</summary>

>> Come
 come
 here.
 I


I
 mean,


I
 think
 I
 I
 want
 to
 say
 something


personal
 to
 you.


With
 love,


uh
 but
 truth.


You
 really
 terrify
 me.


I'm
 I'm
 I'm
 serious.
 If
 Hollywood
 was
 to


ever
 make
 a
 movie
 in
 which
 humanity


opened
 Pandora's
 Box
 and
 everything
 went


crazy,
 but
 you
 seriously
 could
 be
 cast


as
 the
 star
 character.


>> [laughter]


>> Because
 because
 because
 the
 story
 we're


told
 is
 that
 AI
 researchers
 are
 doing


all
 this
 great
 stuff,
 but
 they,
 you


know,
 they're
 taking
 all
 these
 great


efforts
 to
 ensure
 safety
 and
 make
 sure


nothing
 bad
 could
 happen.
 You


take
 glee
 in
 seeing
 what
 might
 happen
 if


you
 just
 put
 it
 out
 there.
 Like,
 is
 is


any
 part
 of
 you


feeling
 that
 that's
 that's
 a
 little
 bit


reckless?


I
 wouldn't
 I
 wouldn't
 say
 so.
 I
 see
 my


work
 as
 a


I
 see
 it
 as
 a
 window
 to
 the
 future.


Like,


in
 the
 very
 beginning,


there
 were
 all
 these
 scary
 moments.


Now
 we
 have
 proper
 security
 layers.
 You


can
 have
 your
 sandbox,
 you
 can


you
 can
 put
 your
 lobster
 into
 a
 very


small,
 tiny
 box
 and
 really
 control
 what


it
 can
 do.
 Um
 there's
 still
 some
 issues


that
 we
 need
 to
 figure
 out,
 but
 the
 fact


that
 so
 many
 people
 want
 this
 now


will
 help
 to
 figure
 this
 out
 much


faster.


So,
 I'm
 I'm
 glad
 you
 mentioned
 the


security
 less.
 The
 um


I
 mean,
 you're
 making
 a
 huge
 bet
 on


human


ingenuity
 using
 the
 this
 incredible
 tool


that
 suddenly
 can
 maximize
 the
 power
 of


what
 any
 human
 can
 do.


Um


Is
 is
 that
 How
 How
 many
 people
 in
 your


community
 are
 taking
 the
 safety
 issue


seriously
 and
 want
 to
 use
 Open
 Claw,
 for


example,
 to
 find
 smarter
 ways
 than
 just


checking
 whether
 anything
 might
 be
 going


wrong
 and
 giving
 an
 early


alarm
 to
 someone
 or
 something
 like
 that?


>> people
 are
 not
 as
 reckless
 of
 number


one,
 putting
 it
 into
 a
 public
 discord.


Strongly
 don't
 recommend.


Number
 two,


uh
 I
 think
 I
 single-handedly
 increased


Mac
 mini
 sales
 by
 multiple
 percent.


So,
 most
 people
 give
 it
 give
 it
 their


own
 little
 Mac
 mini.
 Mine's
 a
 little


princess.
 Mine
 got
 a
 Mac
 Studio.
 Calls


it
 the
 castle.


And
 that
 greatly
 reduces
 the
 actual


risk,
 because
 it
 can
 only
 access
 what's


on
 that
 computer,
 and
 maybe
 all
 your


pictures
 are
 not
 there.


Well,
 definitely
 if
 humanity
 goes
 down,


I'll
 be
 very
 grateful
 for
 at
 least
 the


rise
 in
 Mac
 mini
 sales.


>> [laughter]


>> A
 very
 tall
 You
 You
 are
 amazing.
 You
 are


amazing,
 and
 I
 I
 think
 I
 think
 I
 think


you're
 actually
 right
 at
 the
 cutting


edge
 of
 of
 whether
 AI
 is
 going
 to
 be
 the


biggest
 boon
 ever
 or
 possibly
 a
 serious


problem.
 And
 you
 know,
 I
 hope
 you


continue
 conversations
 with
 people
 here,


and
 and
 just
 help
 help
 us
 get
 smarter
 on


how
 to
 do
 this
 the
 right
 way.
 Cuz
 it
 is


absolutely
 incredible
 what
 you've
 built.


Thank
 you
 for
 sharing
 so
 honestly.
 Thank


you.


>> [applause]

</details>