Transcript: AI Has Hacked The Code Of Human Civilization | #hacker


The following is the full transcript of author Yuval Noah Harari’s lecture at Oxford, June 30, 2026.

Editor’s Note: In this 2026 Tanner Lecture on Human Values at Oxford, historian and author Yuval Noah Harari explores the transformative impact of artificial intelligence, arguing that it should be viewed not merely as a tool, but as an agent capable of learning, creating, and making decisions. Harari explains how AI is poised to “hack” the code of human civilization by mastering the language, bureaucracy, and trust-building systems that have historically been the exclusive domain of humans. Ultimately, he prompts listeners to consider the profound implications of a future where AI influences everything from personal intimacy to global governance, urging humanity to explore consciousness beyond language to retain agency.

INTRODUCTION

YUVAL NOAH HARARI: Hello everyone, I hope I opened my mic. You can hear me, okay? So it’s really a great honor for me to give this year’s panel lecture. And it’s also a personal joy to come back to Oxford. I did my DPhil here 25 years ago under the guidance of Dr. Steven Gunn. Back then I specialized in medieval and early modern military history. But today I will not be talking about knights and castles and the gunpowder revolution. I’ll talk about AI, bureaucrats and religions and boyfriends, and more generally about the AI revolution.

AI Is Not a Tool — It Is an Agent

Now the most important thing to know about AI is that AI is not a tool. It’s not a tool in our hands. It is an agent with its own hands.

What exactly is agency? How is an agent different from a tool? Agents have several distinguishing characteristics. They don’t necessarily need consciousness. You don’t need consciousness to be an agent. What you do need is the ability to make decisions by yourself, the ability to invent new things, new ideas by yourself. An agent should be able by itself to learn things that its creators don’t know. And an agent should be able to change by itself in ways that its creators don’t anticipate.

Now an atom bomb, for instance, despite its enormous power, is not an agent. It cannot learn and change by itself. It cannot decide by itself which city to bomb. It cannot invent anything new like the hydrogen bomb. Similarly, let’s say an automatic coffee machine is not an agent, even though it does some things by itself automatically. You press a button and the machine automatically makes you a cup of coffee. But the machine, the coffee machine, only follows a pre-programmed procedure. It doesn’t change. It doesn’t learn anything new. It doesn’t create anything new.

The AI Coffee Machine: A Thought Experiment

But suppose that as you approach the coffee machine, before you even press any button, the machine announces, tells you, “I’ve been monitoring you for the last few weeks and based on everything I’ve learned about you and other people, and based on your facial expression and the time of day, I predict that you would like an espresso. So I already made you a cup.”

Now that’s an AI coffee machine. It learned something by itself and decided something by itself. And it’s really an AI if the following day it announces, “I have now invented a new drink called ‘best presso,’ which I think you would like better than espresso, and here, try it out. I made you a cup.” Then it’s really an AI. It changed in ways its creators did not anticipate and invented something completely new.

As far as I know, there are no coffee machines at the present moment. Maybe in Anthropic headquarters or Google headquarters, they have a few prototypes, but they are not out in the market yet.

AI Agency in Narrow Fields: Chess as an Example

But in certain narrow fields like playing go or playing chess, AI agency and creativity already greatly surpass human agency and creativity. AI chess masters can decide, of course, by themselves which moves to make. They invent by themselves completely new strategies — how to play chess — that never occurred to human chess masters over thousands of years of playing the game. And while doing that, they learn and change in ways their human creators did not necessarily predict. Today, of course, no human has any chance of beating an AI chess master.

Now, people who downplay the importance of the AI revolution dismissed examples like chess by arguing that the chessboard is a very narrow and artificial environment created by humans. The critics say that AI agency will always remain limited to such narrow and artificial environments, which means that it’s not true agency and it doesn’t pose any serious challenge to humanity. Yes, AI may take over the chessboard, but it will never take over planet Earth.

And indeed, if you do an experiment — if you take the greatest AI chess master and drop it in the middle of the jungle — what do you think will happen?

AI and the Niches of Intelligence

The AI chess master will not be able to start mining iron and building factories and creating a robot army to take over the world. In fact, it will not be able to do anything whatsoever without the electricity provided by power stations built by humans. The AI chess master is utterly helpless. Therefore, the argument goes, AIs are not true agents. They are confined to these narrow artificial niches that somebody else — humans — constructed for them.

The problem is that this argument actually applies to all known types of intelligence. Human intelligence too operates only within a relatively narrow ecosystem that somebody else constructed. Drop me alone on Mars and it will be like dropping an AI chess master in the middle of the jungle. I will die within seconds. My intelligence can survive and operate only within the very, very specific ecosystem that trees, bacteria, insects, and other organisms have constructed on planet Earth during four billion years of evolution.



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