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    Matt Shumer

    shumer.dev · Personal blog · on HN since 2025

    Matt Shumer, an AI startup founder, writes reviews of new AI models and essays on how fast AI is improving.

    Visit blogHN submissions
    AI & Machine LearningTech Industry
    What HN says

    HN links his 'Something Big Is Happening' essay, which commenters call silly and misleading, especially its comparison of AI to Covid in early 2020.

    Stats for nerds
    15HN people shared it
    7linked in comments
    13story points
    Feb 2026last shared

    Top posts on HN

    1. 1
      Something Big Is Happening
      10 people · 4 points · first shared 2026 · 1 comments on HN
    2. 2
      My GPT-5.2 Review: Impressive, but Too Slow
      2 people · 4 points · first shared 2025 · 1 comments on HN
    3. 3
      Stop micromanaging Fable/Claude 5
      1 person · 2 points · first shared 2026 · Discussion on HN
    4. 4
      GPT-5.2 Pro Deep Dive
      1 person · 2 points · first shared 2025 · Discussion on HN
    5. 5
      My GPT-5.3-Codex Review: Full Autonomy Has Arrived
      1 person · 1 points · first shared 2026 · Discussion on HN

    What HN people wrote when they linked it

    • ThrowawayR2Feb 2026

      5 duplicate posts in the last day. Hopefully the moderators will consolidate the posts.

      - Something big is happening in AI – and most people will be blindsided (https://fortune.com/2026/02/11/something-big-is-happening-ai-february-2020-moment-matt-shumer/)
      | 2 points | FergusArgyll | 3 hours ago | 2 comments | https://news.ycombinator.com/item?id=46979564

      - Something Big Is Happening (https://twitter.com/mattshumer_/status/2021256989876109403)
      | 25 points | mhb | 8 hours ago | 24 comments | https://news.ycombinator.com/item?id=46974928

      - Something Big Is Happening (https://shumer.dev/something-big-is-happening)
      | 49 points | eternalreturn | 12 hours ago | 34 comments | https://news.ycombinator.com/item?id=46973011

      - Something Big Is Happening (https://shumer.dev/something-big-is-happening) |
      9 points | jdkee | 23 hours ago | 4 comments | https://news.ycombinator.com/item?id=46968686

      - Something Big Is Happening (https://twitter.com/mattshumer_/status/2021256989876109403)
      | 12 points | matthewsinclair | 1 day ago | 9 comments | https://news.ycombinator.com/item?id=46967563

    • ctothFeb 2026

      > And Matt Shumer is saying that AI is currently like Covid in January 2020—as in, "kind of under the radar, but about to kill millions of people"

      This is where the misrepresentation... no, the lie comes in. It always does in these "sensible middle" posts! the genre requires flattening both sides into dumber versions of themselves to keep the author positioned between two caricatures. Supremely done, OP.

      If you read Matt's original article[0] you see he was saying something very different. Not "AI is going to kill lots of people" but that we're at the point on an exponential curve where correct modeling looks indistinguishable from paranoia to anyone reasoning from base rates of normal experience. The analogy is about the epistemic position of observers, not about body counts.

      [0]: https://shumer.dev/something-big-is-happening

    • ninjagooFeb 2026

      As it turns out, IMHO, the debate in this thread is about 1 year behind the reality [1]. Personally, I was about a week behind in my reading of the landscape, so didn't realize this is all asked and answered [1].

      A number of points that various folks have made in the posts in this thread - free vs paid capabilities, model choices etc. are addressed much more eloquently and coherently in this blog post by Matt Shumer [1]. Discussed here on HN at [2] but like me, many others must have missed it.

      [1] https://shumer.dev/something-big-is-happening

      [2] https://news.ycombinator.com/item?id=46973011

    • dcreFeb 2026

      It's a response to this: https://shumer.dev/something-big-is-happening

      The post is silly, but I do not expect Zitron's commentary to be particularly illuminating as he is a charlatan himself. I could point to many examples, but here is a blog post I wrote about one case of him trying very hard to not understand a simple and familiar situation: https://crespo.business/posts/cost-of-inference/.

    • cowboylowrezFeb 2026

      "This page is not supported.
      Please visit the author’s profile on the latest version of X to view this content.

      twitter is useless haha

      https://shumer.dev/something-big-is-happening

    • delichonFeb 2026

      Not just HN. This tweet yesterday says something similar and got 56M views:

      https://x.com/mattshumer_/status/2021256989876109403 / https://shumer.dev/something-big-is-happening

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