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Benjamin Todd

A guide to the AI transition

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Substack
PricingOnly free issuesPublishesWeekly
Issues28Founded2 years agoLast Issue7 days ago
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Latest Issues

We reviewed over 60 studies about what makes for a dream job. Here’s what we found.

An update to the most popular article I’ve ever written, and the first chapter of my new book.

We all want to find a dream job that’s enjoyable and meaningful, but what does that actually mean?

Some people imagine that the answer will com...

7 days ago
28
2

Are the last 3 months the start of an AI acceleration?

While most are debating whether AI has hit a plateau, in Silicon Valley they’re debating whether progress is exponential or superexponential.

Claude Opus 4.6 was released less than 3 months after Opus 4.5, but was clearly better at real wo...

24 days ago
51
4

Four reasons it's hard to make AI do what we want

Every major AI company is building systems designed to pursue long-term goals with minimal human oversight. None of them can fully explain how those systems work or guarantee they will behave as intended. They’re getting smarter and more wi...

a month ago
31
10

I'm publishing a book: a ridiculously in-depth guide to finding a fulfilling career in the age of AI

I wrote 80,000 Hours ten years ago because I was frustrated at how terrible career advice can be. Your career is the biggest decision you’ll ever make. But most people make it with shockingly little information.

Today it’s even worse: ofte...

2 months ago
53
3

Do we already have AGI?

More and more people are saying Claude Code and GPT 5.3 are already AGI. Are they right?

Short answer: no.

Long answer: on the most prominent definitions, current AI is superhuman in some cognitive tasks but still worse than almost all hu...

2 months ago
42
11

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  • Benjamin Todd

    Founder of 80,000 Hours. Writing about the AI transition and what you can do about it.

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