Our agent finished a feature and asked for a one-word reply. A teammate tested it by hand and wrote back: "Works."
18 months of building software with humans + agents, and the real win isn't speed. It's time back with our kids, out exploring the world.
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New project alert - junoworksheets.com/x Anyone with kids in the US TK-8 want to help me test?
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Oh boy. What a fall from grace. Human after all.
黄仁勋承认自己对妻子“不忠”,并就此向妻子和孩子道歉。他表示,对所做的一切承担“全部责任”,并承认自己的行为辜负了英伟达员工、董事会和股东对他的责任期待。
但是,这不仅仅是对妻子和家庭不忠,黄皮衣的问题是:他必然是迫于美国政府掌握了其与女间谍的私情,而且很可能黄是知情,这才不得不道歉的。
这已经不是大瓜而是大戏了,打戏刚刚开始。
以下是黄仁勋公开信全文:
我欠我的家人,以及在座的每一位一个道歉。
我对妻子不忠。我的行为伤害了她和我们的孩子。我所做的一切都没有任何借口。对此,我深感抱歉。
在我的一生中,家人始终给予我爱与支持。他们值得我以诚实和忠诚相待。然而,我辜负了他们,也破坏了我们共同建立的生活。我对自己的所作所为以及造成的伤害承担全部责任,并接受随之而来的批评。
致我的妻子和家人:我爱你们。我知道,道歉无法挽回我已经造成的伤害。我希望我们的家庭能够逐渐愈合,也希望随着时间的推移,我能够重新赢得你们的信任。
致英伟达的同事们,包括那些与我并肩工作数十年的伙伴,以及董事会成员、合作伙伴和全球各地的股东:你们值得我做得更好。
领导英伟达是我一生的荣幸。我的责任是为你们服务,成为一个值得你们信任的人。但我没有履行好这份责任。我将全心投入英伟达的事业,并努力重新赢得你们的信任。
……
我的家人不应该为我的个人选择承担任何责任。责任在我。请给予他们应有的隐私空间。”
面对这一风波,英伟达董事会也迅速作出回应:将正式启动独立调查,由独立董事组成的委员会负责监督,并聘请外部独立法律顾问协助。
黄仁勋完全支持此次审查,并承诺积极配合调查。
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I've changed how I work over the last few weeks.
I now have one lead agent for each area of focus, running all the time, and a chief of staff agent that oversees them. Each lead manages its own sub-agents that write code, test it, chase reviews, and coordinate with team members.
Everything I need to decide or review comes into one prioritized queue, a simple local web app. Each product review includes screenshots and a video demo of the feature. I clear the queue in batches, mostly by voice and keyboard shortcuts. The leads also bring back ideas I hadn't considered.
Working from one queue, instead of switching between dozens of chats, has cut a lot of mental overhead. The system keeps learning my preferences and distilling my judgment into a "Brian brain," so its recommendations and first drafts get better before they reach me. The goal is fewer corrections per change.
Every change still goes through the same human review and security checks. It is eliminating tasks, not human judgment.
What an exciting time to push the frontier of productivity, especially as we build the economy for agents (agentic finance). We should all keep pushing in this direction.
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Gotta be honest. After last weekend, I'm feeling less love for @Charles_Leclerc going for the overtake at all costs, and the love is shifting to @LewisHamilton for being a gentleman every time. Let's see what happens in Brazil, constructors still not over for @ScuderiaFerrari. Mathematically very unlikely that Mercedes don't score points for the last 3 races, but I'll keep my hopes up.
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Unfortunately not all voters were smart enough to see through this.
Something feels a bit iffy about California prop 38.
Doing a popular vote proposed by a 3 person non-profit that gives said non profit $4.2B from the public!
I hope Gary is great and knows how to spend $4.2B well because it’s done.
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This. I wish all the Elon haters see this and learn not to put everything in the same bucket. I choose to focus just on the part where he builds stuff that helps humanity progress.
Elon Musk can be arrogant, impulsive, and spectacularly rude. But he has also helped make reusable rockets, electric cars, and satellite internet practical at scale.
Steve Jobs was famously demanding, cruel, and difficult to work with. Yet he helped bring personal computers and smartphones to mass markets.
Thomas Edison was combative and ruthlessly competitive. Yet his work on electric lighting, sound recording, and industrial research helped transform modern life.
Henry Ford was a notorious antisemite who promoted conspiracy theories through his publications. Yet his assembly lines brought automobiles within reach of ordinary Americans and helped defeat Hitler.
A society that has no room for difficult people may also have less room for extraordinary achievement.
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Why did these two post from the beach? teapawt.org/levelsio/status/211684… teapawt.org/mattyp/status/21173026…
What's New in Grok Bot
00:14 Shopping cards
00:27 Product pages
00:39 Order tracking
00:53 Payments
01:33 Custom modes
01:52 Team Bot logins and setup
02:09 Share and find Team Bots
02:51 Connector asks in Slack
03:12 Contacts in Vault
03:31 Rapid fire
What's new in Grok Bot - Nov 2, 2026
What's new in Grok Bot - Nov 2, 2026
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Once you start building agents it's easy to keep adding them. I hit 38 and couldn't tell which ones were pulling their weight. So I built one more whose whole job is to stop me building more. That's Atlas, my org bot, and the fleet is now down to 24. Template: x.ai/bot/se8Qjb2n4c33qZOdRdE…
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