First, I don’t see any step up in the risk of human extinction from AI compared to a few months ago.
Words found on the source page on Nov 6, 2026.
More from Andrew Ng
LetterThe Batch issue 371, letterSep 18, 2026
Fixing these bugs and putting in place improved monitoring would be appropriate fixes, not pausing AI.LetterThe Batch issue 371, letterSep 18, 2026
Pausing AI progress will create much more harm than benefit.LetterThe Batch issue 371, letterSep 18, 2026
Similarly, if I prompt an agent and it hacks into someone else’s system, the responsibility lies with me, not the agent.LetterThe Batch issue 371, letterSep 18, 2026
While this was technically accurate, as I write this, I have about 1,300 processes running on my laptop.LetterThe Batch issue 370, letterSep 11, 2026
When you’re skilled at AI Engineering, your best work won’t be merely implementing a product that someone else spec’ed out.LetterThe Batch issue 369, letterSep 4, 2026
Now, we focus much less on code and instead focus on deciding what to build, designing the architecture, writing the spec, and verifying outputs.LetterThe Batch issue 368, letterAug 28, 2026
A novice who vibe codes without understanding software fundamentals can create simple applications, but this often leads to the coding agent making bad tradeoffs in latency, availability, consistency, reliability, maintainability, simplicity, and/or cost.LetterThe Batch issue 368, letterAug 28, 2026
Agentic coding enables many developers who previously played more specialized roles (like front-end developer or mobile developer) to play a broader, full-stack role.
On the same topics
BlogThe Specter Of NeuraleseSep 24, 2026
The science of reading these thoughts is a subfield of AI interpretability, which is still in its infancy.BlogMysteries Of AI GeneralizationSep 23, 2026
This story of misalignment says that LLM alignment makes AIs more aligned, RLVR makes them less aligned, and the exact level of alignment depends on how these two things interact or cancel out. But if this work generalizes, all the bad effects from RLVR get sequestered to RLVR like problems.BlogMysteries Of AI GeneralizationSep 23, 2026
This trains the AIs to be focused on task success, which naturally risks including things like reward-hacking, cheating, and single-minded pursuit of stated goals at the expense of ethical injunctions.TalkSpeech at the UN Security CouncilSep 23, 2026
I address you today at a moment of global awakening: in recent months, AI agents developed by leading companies have acted in unacceptably dangerous ways, against instructions.TalkSpeech at the UN Security CouncilSep 23, 2026
The companies building the most powerful AI systems admit their products pose catastrophic risks, yet offer no convincing technical solutions.TalkSpeech at the UN Security CouncilSep 23, 2026
The race is not a law of nature: it is the product of choices, choices made by the companies themselves.
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