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symbolica.ai

Company blog · symbolica.ai/blogaiprogramming

symbolica.ai is the company blog at symbolica.ai, writing about ai and programming. Since 2023, 8 different Hacker News readers have linked it 9 times, most often “SotA ARC-AGI-2 Results with REPL Agents”. No feed was found, so read it on the site itself.

No feed foundVisit the blog
9mentions?
8HN people?
2023–2026first – last linked?
Links on Hacker News per year · peak 4 in 2025

Too few sampled comments (5) to say how often HN recommends it.?

Why HN links it

HN commenters link this company homepage as an example of a startup combining symbolic reasoning with LLMs, and one links a blog post about ARC-AGI records. The comments do not judge the writing itself.

Summarised by Claude from a sample of 5 HN comments that link here. Each comment is marked recommending, critical or neutral (citing without judging); how this works.

Symbolica. Intelligence, Redefined.

Most-linked posts?

  1. /
    2 people · 2 mentions · first linked 2024-05-09
  2. SotA ARC-AGI-2 Results with REPL Agents
    2 people · 2 mentions · first linked 2026-02-12

What Hacker News says?

  1. These guys are trying to combine symbolic reasoning with LLMs somehow: https://www.symbolica.ai/

    Comment linking /

    on “Obituary for Cyc”
  2. Submitted Show HN: Calling tools w/ Python improves LLM perf. vs MCP (77.1% on BrowseComp) as a story · 10 points

    HN discussion
  3. The determinism depends on the architecture of the model! Symbolica is working on more deterministic/quicker models: https://www.symbolica.ai I also wish it was that easy, but compiler determinism is hard, too: https://reproducible-builds.org

    Comment linking /

    on “Is it a bubble?”
  4. Submitted From 0% to 36% on Day 1 of ARC-AGI-3 as a story · 5 points

    HN discussion
  5. I think that's what these guys are doing https://www.symbolica.ai/

    Comment linking /

    on “Learn Prolog Now (2006)”
  6. Submitted SotA ARC-AGI-2 Results with REPL Agents as a story · 1 points

    HN discussion
  7. Name shared with https://www.symbolica.ai , a Vinod Khosla-backed start up.

    Comment linking /

    on “Symbolica Computer Algebra System”
  8. Submitted Symbolica AI as a story · 1 points

    HN discussion
  9. This looks like Symbolica, except the great thing of what they are doing is that they are setting new ARC-AGI records. https://www.symbolica.ai/blog/arcgentica

    Comment linking /blog/arcgentica

    on “Software 3.1? – AI Functions”

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Linked by the same people?