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Leopold Aschenbrenner

Personal blog · situational-awareness.aiaieconomics

Leopold Aschenbrenner writes SITUATIONAL AWARENESS - The Decade Ahead, a personal blog at situational-awareness.ai about ai and economics. Since 2024, 49 different Hacker News readers have linked it 60 times, most often “Situational Awareness [pdf]”. The last post was in 2024, but the archive is still widely read.

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60mentions?
49HN people?
2024–2026first – last linked?
Links on Hacker News per year · peak 34 in 2024

Leopold Aschenbrenner, June 2024 You can see the future first in San Francisco. Over the past year, the talk of the town has shifted from $10 billion compute clusters to $100 billion clusters to trillion-dollar clusters. Every six months another zero is added to the boardroom plans. Behind the scene

Most-linked posts?

  1. Situational Awareness [pdf]
    14 people · 15 mentions · first linked 2024-06-04
  2. Situational Awareness: The Decade Ahead
    14 people · 15 mentions · first linked 2024-06-04
  3. From GPT-4 to AGI: Counting the OOMs
    9 people · 9 mentions · first linked 2024-06-05
  4. /
    5 people · 5 mentions · first linked 2024-06-09
  5. Racing to the Trillion-Dollar Cluster
    4 people · 4 mentions · first linked 2024-09-30

What Hacker News says?

  1. I wish I could agree with you. But have you read Aschenbrenner's "Situational Awareness" [1]? I am very much afraid that the big decision makers in AI do in fact think in those terms, and do not in any way frame this as fair competition for the benefit of all. 1. https://situational-awareness.ai/

    Comment linking /

    on “Stargate Project: SoftBank, OpenAI, Oracle, MGX to build data centers”
  2. Submitted Situational Awareness: The Decade Ahead as a story · 81 points

    HN discussion
  3. Leopold Aschenbrenner predicted it last June. https://situational-awareness.ai/racing-to-the-trillion-doll...

    Comment linking /racing-to-the-trillion-dollar-cluster/

    on “Stargate Project: SoftBank, OpenAI, Oracle, MGX to build data centers”
  4. Submitted From GPT-4 to AGI: Counting the OOMs as a story · 35 points

    HN discussion
  5. If by “several” orders of magnitude, you mean 3-5, then we might be there by 2030 or earlier. https://situational-awareness.ai/from-gpt-4-to-agi/

    Comment linking /from-gpt-4-to-agi/

    on “AI 2027”
  6. Submitted From GPT-4 to AGI: Counting the OOMs as a story · 24 points

    HN discussion
  7. This one ? https://situational-awareness.ai/parting-thoughts/ There are some big differences with the atom bomb though : A lot of people have been talking about AGI / the Singularity for decades, and that essay is yet another example. Not sure if it's the hindsight talking, but the situation with (un)controlling fission was much clearer ? We knew it was at least theoretically possible. And the first test was very pr…

    Comment linking /parting-thoughts/

    on “Google commits to buying power generated by nuclear-energy startup Kairos Power”
  8. Submitted Situational Awareness [pdf] as a story · 17 points

    HN discussion
  9. > Who would have thought that vectorized linear algebra will be at the center of so much financial speculation? "vectorized linear algebra" is at the root of most of modern Physics. Specifically, the laws of Physics are represented by the Lie groups U(1), SU(2), SU(3) and SO(3,1). While the manifolds that Physics act on are curved, they're "locally flat". That is why local operations are tensor operations. Or linear…

    Comment linking /

    on “Ilya Sutskever's SSI Inc raises $1B”
  10. Submitted S I T U A T I O N A L A W A R E N E S S by Leopold Aschenbrenner [pdf] as a story · 9 points

    HN discussion
  11. > What we have right now is impressive, but no one has shown anything close to a possible path from where we are right now to AGI[0]. [0]: From GPT-4 to AGI: Counting the OOMs https://situational-awareness.ai/from-gpt-4-to-agi/

    Comment linking /from-gpt-4-to-agi/

    on “The Intelligence Age”
  12. Submitted From GPT-4 to AGI: Counting the OOMs as a story · 5 points

    HN discussion
  13. It's their own decisions they made long before the controls and presure. Besides being in bed with the US gov, people that run big AI shops tend to be fervently nationalistic and politically ambitious on their own. Leopold Aschenbrenner's dystopian rant [1] or Dario Amodei's [2] [3] are pretty representative. [1] https://situational-awareness.ai/ [2] https://www.darioamodei.com/essay/machines-of-loving-grace [3] htt…

    Comment linking /

    on “State of AI: An Empirical 100T Token Study with OpenRouter”
  14. Submitted Leopold Aschenbrenner, Situational Awareness: the Decade Ahead [pdf] as a story · 4 points

    HN discussion
  15. Good article, the METR metric is very interesting. See also Leopold Aschenbrenner's work in the same vein: https://situational-awareness.ai/from-gpt-4-to-agi/ IMO this approach ultimately asks the wrong question. Every exponential trend in history has eventually flattened out. Every. single. one. Two rabbits would create a population with a mass greater than the Earth in a couple of years if that trend continues ind…

    Comment linking /from-gpt-4-to-agi/

    on “Failing to Understand the Exponential, Again”
  16. Submitted Situational Awareness: The Decade Ahead as a story · 3 points

    HN discussion
  17. A well reasoned article that fundamentally downplays both the pace of innovation and the exponential increase in capabilities per dollar happening over time. AI is rapidly accelerating its improvement rate, and I do believe its capabilities will continue growing exponentially. In particular, GPT-2 to GPT-4 spans an increase from 'well read toddler' to 'average high school student' in just a few years, while simultan…

    Comment linking /

    on “How Does OpenAI Survive?”
  18. Submitted Situational Awareness: The Decade Ahead [pdf] as a story · 3 points

    HN discussion
  19. I think ground-zero for that line of thought is with Leopold Aschenbrenner[0]. Who I believe now runs an AI focused hedge fund. [0] https://situational-awareness.ai

    Comment linking /

    on “Grok 3: Another win for the bitter lesson”
  20. Submitted Situational Awareness: The Decade Ahead [pdf] as a story · 3 points

    HN discussion
  21. This website by a former OpenAI employee was arguing that a combination of hardware scaling, algorithmic improvements, etc would all combine to yield AGI in the near future: https://situational-awareness.ai/

    Comment linking /

    on “LLMs have reached a point of diminishing returns”
  22. Submitted Situational Awareness [pdf] as a story · 3 points

    HN discussion
  23. This is a bit outdated. Some of the young people described in the article actually became top researchers, engineers, and managers in AI companies, and their beliefs are used as a justification for the potential regulatory capture and geopolitical games. They also have a massive conflict of interest: AI will play a huge role in your life in the upcoming years whether you want it or not, and they will control it. So…

    Comment linking /

    on “Someone is wrong on the internet (AGI Doom edition)”
  24. Submitted Situational Awareness [pdf] as a story · 3 points

    HN discussion
  25. Important context, this appears to be a brief intro+table of contents for a 165-page pdf/html book.[0] It’ll probably be easy for HN to take potshots at snippets of the intro, but the writing intrigued me enough that I want to at least skim over the whole thing. [0] pdf link for reference, but the html navigation seems pretty clean in the OP link as well. https://situational-awareness.ai/wp-content/uploads/2024/06/.…

    Comment linking /wp-content/uploads/2024/06/situationalawareness.pdf

    on “Situational Awareness: The Decade Ahead”
  26. Submitted Situational Awareness: The decade ahead [pdf] as a story · 3 points

    HN discussion
  27. See situational-awareness[1], see the "algorithmic efficiencies" section. He shows many examples of how models are getting cheaper. With many citations. Costs are not just down on a specific service. Even though I don't see the problem in that, as long as you get the promised level of performance, without being subsidised. See the deepseek model I linked above. It's an open model and you can run it yourself. > At be…

    Comment linking /from-gpt-4-to-agi/

    on “AI and Startup Moats”
  28. Submitted Superalignment (Situational Awareness) as a story · 2 points

    HN discussion
  29. For an opposing view, see Leopold Aschenbrenner’s recently released “Situational Awareness: The Decade Ahead”: https://situational-awareness.ai He did a very long interview with Dwarkesh Patel, too: https://www.youtube.com/watch?v=zdbVtZIn9IM

    Comment linking /

    on “AI Appears to Rapidly Be Approaching Brick Wall Where It Can't Get Smarter”
  30. Submitted Situational Awareness: The Decade Ahead as a story · 2 points

    HN discussion

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