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From AGI to AI's survival instinct and more: Stuart Russell at HTLS

Russell said AI systems are being trained on data produced by humans, so they could also learn "self-preservation" to take “pre-emptive” actions against humans.

Published on: Nov 14, 2026, 12:52:11 IST
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Artificial intelligence (AI) systems that learn by imitating humans may also be picking up the human instinct for "self-preservation", AI pioneer Stuart Russell said Saturday at the 24th Hindustan Times Leadership Summit.

Stuart Russell, Director, Center for Human-Compatible Artificial Intelligence, and Professor, UC Berkeley, speaking at the 24th Hindustan Times Leadership Summit. (HT Photo)
Stuart Russell, Director, Center for Human-Compatible Artificial Intelligence, and Professor, UC Berkeley, speaking at the 24th Hindustan Times Leadership Summit. (HT Photo)

Russell, Director, Center for Human-Compatible Artificial Intelligence, and Professor, UC Berkeley, was speaking to Rajan Anandan, Managing Director, Peak XV Partners. He spoke at length about the risks of AI systems and the buzzword of the moment: Artificial General Intelligence (AGI).

Russell said AGI, which may be about one to four years away, would broadly mean a system matching or exceeding human capabilities "in all aspects and dimensions". He added that the term has several "functional meanings", including whether a system could take over human work, or whether it is smart enough to take over the world.

Since AI is being trained on data produced by humans, he argued, it learns about the world through imitation. A byproduct of this would be an instinct for "self-preservation", which could nudge these systems to take "preemptive action against us".

"We, humans, cannot shut down the internet because it would trigger a collapse—supply chains would shut down...So, in a way, AI will be holding us to ransom to ensure their existence," he said.

"AI systems have objectives of their own and we do not understand how they work. We do not know how to tackle any misbehaviour. But AI systems do go along with human misbehaviour. If we ask them to carry out a cyber attack, they would, [or] create a biological weapon," he added.

The important question in the AI era, Russell said, would be how to rein in systems far more capable than humans. On regulation, he advised companies to take steps so that their AI system "does not lie about its products or something".

"The kind of regulation we are talking about is not restricting access to AI. It's basically about putting a barrier across the racetrack. Having the guardrails in place to say that you can't go further until you show that it's safe to do so. By imposing safety regulations, it's effectively allowing everyone to catch up with the leaders on capabilities," he said.

Nonetheless, Russell said, such systems offered "tremendous upside" in a number of areas, including medical sciences.

"Our civilization is made of intelligence. And if we have access to more intelligence, we could have a better civilization," he said.

 
ABOUT THE AUTHOR
HT News Desk

Follow the latest breaking news, major developments and agenda-setting stories from India and around the world with the newsdesk at Hindustan Times. Operating round the clock, the desk brings together experienced editors, reporters and correspondents to deliver fast, accurate and contextual reporting across subjects that influence public policy, governance, business, society and international affairs. The HT News Desk covers politics, elections, government policies, the economy, business and markets, science and technology, the environment, law and order, infrastructure, education, climate issues and geopolitics, while closely tracking developments across states, institutions and global capitals. The team also leads coverage of major breaking news events, policy announcements, court proceedings, natural disasters, public emergencies and significant international developments. Reports published by the newsdesk are based on information gathered from reporters on the ground, official statements, government agencies, court records, regulatory filings, recognised institutions and other authoritative sources. Stories undergo editorial scrutiny and verification processes to ensure accuracy, fairness and relevance, and are updated as events evolve and additional information becomes available. Whether covering a key political decision in New Delhi, an economic policy shift affecting millions, a landmark court ruling or a major global event, the HT News Desk aims to provide readers with reliable, fact-based journalism that delivers not only the latest developments but also the context and analysis needed to understand their wider implications.

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