TLDR Tech / AI
ARC-AGI-3 UPDATE
ARC-AGI-3, an Interactive Reasoning Benchmark, assesses AI Agents' ability to generalize in novel environments. Opus 4.6 demonstrated superior reasoning and memory usage compared to Gemini 3.1 Pro, solving more levels. Researchers believe that current models could solve ARC-AGI-3 with a simple memory harness, suggesting that memory scaffolds might enable pseudo-continual learning and lead to self-improvement or research-agent thresholds within the next two years.
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