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Most AI models are optimized for one-shot answers. rednote’s AI lab, dots studio dots studio, built dots3-note Preview around a harder question: Can an agent keep working when a task lasts for hours, new information arrives, and the environment changes along the way? Here’s what stood out to me. 🧵

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Jay

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77,598 views • 3 days ago •via X (Twitter)

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rednote's AI lab, dots studio dots studio, just released a new open-weight model: dots3-note Preview → 280B parameters / 16B active → 512K context → Text + vision + speech Built for something most agents still struggle with: tasks that run for hours, days, or even weeks Here’s how:
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