Benjamin Todd

Benjamin Todd

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Founder, 80,000 Hours; educator on careers for impact and effective giving.

Only Two Years
SocialApr 8, 2026

Only Two Years

You may have two years left to prepare for the intelligence explosion. How are you going to spend them?

By Benjamin Todd
Current Trends Point to AI Explosion by 2030
SocialApr 8, 2026

Current Trends Point to AI Explosion by 2030

Everything's unfolding exactly as you'd expect if there will be an intelligence explosion around 2028-2030.

By Benjamin Todd
Claude Opus 4.5 Codes Hour for $0.65 vs $21
SocialApr 8, 2026

Claude Opus 4.5 Codes Hour for $0.65 vs $21

In the METR benchmark: Cost for Claude Opus 4.5 to do 1h coding task: $0.65 Cost to pay humans to do the same: $21 AI is extremely cheap.

By Benjamin Todd
Top AI Forecasters Assign 10% Chance of Next-Year R&D Automation
SocialApr 6, 2026

Top AI Forecasters Assign 10% Chance of Next-Year R&D Automation

In Feb, I was shocked to find some of the best AI forecasters think there's a 10% chance AI R&D gets automated *the next year*.

By Benjamin Todd