https://justonenotebook.com/blog/ Recent content in Blog on Just One Notebook Hugo en-US https://justonenotebook.com/blog/arc-agi/ Fri, 07 Aug 2026 00:00:00 +0000 https://justonenotebook.com/blog/arc-agi/ <p><em>Disclaimer: I am competing in both the ARC-AGI-2 and ARC-AGI-3 competitions on Kaggle, and I intend to do as well as I can. I am not affiliated with <a href="https://arcprize.org/">ARC Prize</a> in any other way.</em></p> <h2 id="its-saturated-already">It&rsquo;s Saturated Already?<a class="heading-anchor" href="#its-saturated-already" aria-hidden="true" tabindex="-1">#</a></h2> <p>ARC-AGI-1/2 have been saturated by frontier LLMs (see the caveat about benchmaxxing below).</p> <p>The next interesting question is cost per task. <a href="https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731">DeepSeek-V4-Flash-0731</a>, for example, is far ahead of the pack in its price range.</p>