OpenThoughts-Agent: task-source diversity in agent training, explained #Shorts

Task-source diversity means training an AI agent on tasks from many different sources, not just more of one kind.

OpenThoughts-Agent open-sourced a 100,000-example agent-training recipe with 100+ ablations showing that the variety of task sources, not raw data volume, is the main driver of agent capability. It reaches 44.8% average across 7 agentic benchmarks, +3.9 points over the strongest prior open agent (Nemotron-Terminal-32B).

Full explainer (interactive): https://learnaivisually.com/g/openthoughts-agent-task-source-diversity
Source: https://arxiv.org/abs/2606.24855

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