But now with AI, we don’t need more humans to respond to more alerts or review more code.
Words found on the source page on Nov 6, 2026.
More from Reid Hoffman
EssayAI for All AmericansSep 16, 2026
AI will sort the world the same way: those who harness it effectively will gain cultural and economic power, and those who don’t will become subject to forces they do not control.EssayAI for All AmericansSep 16, 2026
An absolute moratorium on AI development by the well-intentioned shifts technological power toward less accountable hands, giving bad actors and hostile nations, like China, greater influence over systems Americans will increasingly depend on.EssayAI for All AmericansSep 16, 2026
As AI technology accelerates development and economic precarity increases, the decisions we make in the next 36 months are crucial; we are setting a course that will determine the winners and losers, both domestically and internationally.EssayAI for All AmericansSep 16, 2026
When the people building this technology say your job, your children’s future, and maybe your life are on the line, they cannot then ask the public to welcome AI on faith.EssayDoes AI spell the end for humanity's win-win era?Sep 8, 2026
In fact, it’s pretty clear that AI is the only technology that makes a highly complex but still somehow coordinated planet even thinkable.EssayAsymmetric Cyber Warfare is HereJul 22, 2026
In asymmetric warfare, offense gets cheaper, more distributed, and more numerous, while defense stays expensive, centralized, and designed for the last war.EssayAsymmetric Cyber Warfare is HereJul 22, 2026
Put plainly: a state-level actor used to need thousands of engineers to go after one system. Now anyone can summon thousands of agents to go after thousands of systems, for next to nothing in cost.EssayWhat if everyone could afford an expert?Jun 18, 2026
AI democratizes expertise, which is something different: knowledge operationalized, brought to bear on your particular situation at the moment you need it.EssayWhat if everyone could afford an expert?Jun 18, 2026
As much as the increases in AI proficiency are prompting layoffs and reshaping the job market now, I believe that AI will be a net-positive force on job creation, because of all the ways it will empower entrepreneurship, accelerate innovation, and attain new levels of productivity and efficiency.EssayWhat if everyone could afford an expert?Jun 18, 2026
More specifically, I believe it will become a norm, in the way that smartphones have become a norm, for billions of people worldwide to have a designated AI health advisor, an AI legal advisor, and a general-purpose AI tutor that they regularly consult with as they navigate their lives.
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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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