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Contemporary · Essay

Situational Awareness: The Decade Ahead

Leopold Aschenbrenner · 2024

"AGI by ~2027 and superintelligence shortly after will trigger a trillion-dollar compute buildout and a US-China race."

The idea

Leopold Aschenbrenner's viral 2024 essay predicting that Artificial General Intelligence (AGI) is imminent (by ~2027) and will trigger an explosive national security crisis and a literal intelligence explosion.

Why it works

Aschenbrenner (a former OpenAI researcher) extrapolates the current exponential curves of AI compute and algorithmic efficiency. He argues that the jump from GPT-2 to GPT-4 will be replicated, bringing us to AGI by the end of the decade. Once AGI exists, it will automate AI research itself, compressing decades of scientific progress into months. He warns that the US government will inevitably step in to nationalize the massive trillion-dollar data centers required, turning AGI into a fierce geopolitical arms race with China.

The takeaway — recall it first
Check your understanding

According to 'Situational Awareness', what happens immediately after AGI is achieved?

Further reading

Read more about the topic

The explanation above is written with AI assistance. These are the originals — go to them to check it.

  • Situational Awareness: The Decade Ahead (Aschenbrenner, 2024)House overview
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