ma𝕏pool<p>ARC-3, a sneak peek at the next-gen, interactive reasoning benchmark designed to illuminate the capability gap between today's AI and tomorrow's AGI. </p><p>Play First 3 Games<br><a href="https://three.arcprize.org/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">three.arcprize.org/</span><span class="invisible"></span></a></p><p>As with previous ARC tests, the actual games used for testing AI are kept secret. AI algorithms must learn the games on the spot.</p><p>There are no instructions. You must play the game to discover controls, rules, and goal.</p><p>Interactive Reasoning Benchmarks (IRBs) test for a broad scope of capabilities:</p><p>• Exploration<br>• Percept -> Plan → Action<br>• Memory<br>• Goal Acquisition<br>• Alignment</p><p>Game Design Constraints</p><p>• Easy for humans (can pick it up in <1 min of game play)<br>• Core Knowledge Priors (no language, trivia, cultural symbols)<br>• Should require no instructions to play<br>• Should be fun for humans and playable in 5-10 minutes<br>• Innovative and novel game mechanics encouraged (Hidden state, theory of mind, long term planning, navigating other agents, etc.)</p><p><a href="https://mathstodon.xyz/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mathstodon.xyz/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://mathstodon.xyz/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mathstodon.xyz/tags/AGI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AGI</span></a> <a href="https://mathstodon.xyz/tags/ARC" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ARC</span></a> <a href="https://mathstodon.xyz/tags/cognition" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cognition</span></a> <a href="https://mathstodon.xyz/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a> <a href="https://mathstodon.xyz/tags/cognitiveScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cognitiveScience</span></a> <a href="https://mathstodon.xyz/tags/deepLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>deepLearning</span></a></p>