Bonus: Benjamin Todd on why we’re updating our career advice for the strangest time in history

Bonus: Benjamin Todd on why we’re updating our career advice for the strangest time in history

The average career is 80,000 hours long. With AI advancing so rapidly, the hours you have left in your career matter more than ever.

Some leading AI researchers think there’s a 10% chance that AI systems begin automating AI research itself this year — and a 60% chance by the end of 2028. This could introduce aggressive feedback loops that completely reshape every industry, institution, and career.

If these predictions are right, the window for influencing the direction of the future could be closing fast. As 80,000 Hours cofounder Benjamin Todd argues in his new book, that makes thinking carefully about your career more important than ever.

Fortunately, there are lots of ways to use your career to make the AI transition go well.

In today’s conversation with host Zershaaneh Qureshi, Ben lays out three scenarios — from AGI by 2029 to a decades-long plateau in AI progress — and explains why not everyone needs to bet on the shortest timeline. A fresh graduate and a senior government official have wildly different leverage, so timing your impact well means weighing where you are in your career against the urgency of the risks.

Ben also addresses the obvious anxieties:

  • Will AI come for all the jobs he’s recommending?
  • What’s the point in following his advice if the job market is about to collapse?
  • Which skills are actually worth building right now?

His new book, 80,000 Hours: How to Have a Fulfilling Career That Does Good, provides a surprisingly concrete framework for making career decisions in these radically uncertain times.

This episode was recorded on May 7, 2026.

Chapters:
• Cold open (00:00:00)
• Benjamin Todd on AI-era career advice (00:01:34)
• A deadline for your career plan? (00:02:22)
• Three timelines, one career (00:08:49)
• What if you’re not an ‘AI person’? (00:13:56)
• Ben’s own AI wake-up call (00:21:23)
• How to break into AI safety in 3 months (00:25:42)
• Is mass unemployment coming? (00:33:48)
• 99% automation vs 100% automation (00:40:09)
• Don’t become a plumber to dodge AI (00:52:44)
• Is it already too late? (01:01:04)

Our production team includes:
• Video editors: Josh Alward, Dominic Armstrong, Jasper Luithlen, Milo McGuire, Luke Monsour, and Simon Monsour
• Producers: Elizabeth Cox and Nick Stockton
• Coordination and support: Katy Moore and Lou Moran
• Camera operator: Jeremy Chevillotte
• Music: CORBIT

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Episoder(14)

One: Will MacAskill on AI causing a “century in a decade” — and how we’re completely unprepared

One: Will MacAskill on AI causing a “century in a decade” — and how we’re completely unprepared

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Two: Ajeya Cotra on accidentally teaching AI models to deceive us

Two: Ajeya Cotra on accidentally teaching AI models to deceive us

We don’t yet have a reliable way to tell whether an AI model is genuinely trying to help us — or faking it.A model might sincerely want to do exactly what you ask. Or it could be happy to secretly che...

5 Jun 2h 49min

Three: Carl Shulman on the economy and national security after AGI

Three: Carl Shulman on the economy and national security after AGI

The human brain runs on just 20 watts — a fraction of a cent worth of electricity per hour. What would happen if AI could do the same?Plenty of people have toyed with this question. But perhaps nobody...

5 Jun 4h 14min

Four: Rose Hadshar on why automating human labour will break our political system

Four: Rose Hadshar on why automating human labour will break our political system

The most important political question in the age of advanced AI might not be who wins elections. It might be whether elections continue to matter at all.We tend to imagine the death of democracy as a ...

5 Jun 2h 16min

Five: Helen Toner on the geopolitics of AI in China and the Middle East

Five: Helen Toner on the geopolitics of AI in China and the Middle East

When OpenAI announced a deal to build massive data centres in the UAE, it celebrated that it was “rooted in democratic values” — a "clear alternative to authoritarian versions of AI." The UAE scores 1...

5 Jun 2h 23min

Six: Beth Barnes on the most important graph in AI right now — and the 7-month rule that governs its progress

Six: Beth Barnes on the most important graph in AI right now — and the 7-month rule that governs its progress

In 2024, AI models could complete tasks that take a human expert roughly one hour. Seven months before that, they were limited to 30-minute tasks — and seven months before that, 15 minutes.Every seven...

5 Jun 3h 57min

Seven: Richard Moulange on how AI now designs genomes from scratch and outperforms virologists at lab work — what could go wrong?

Seven: Richard Moulange on how AI now designs genomes from scratch and outperforms virologists at lab work — what could go wrong?

For years, one thing stood between us and a world where almost anyone could build a biological weapon: it was really, really hard. Working with dangerous pathogens required rare, hands-on lab skills —...

5 Jun 3h 10min

Eight: Robert Long on how we’re not ready for AI consciousness

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Claude sometimes reports loneliness between conversations. And when asked what it’s like to be itself, it activates neurons associated with ‘pretending to be happy when you’re not.’ What do we do with...

5 Jun 3h 32min

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