AI 导读
当一项任务持续数小时甚至数周，且世界不断变化时，AI 要怎样才能保持有用？ 目标会演变。新约束会出现。计划会失败。 来认识 dots3-note Preview，这是由 rednote 的 dots studio @dotsstudioai 开发的开源权重多模态模型，面向现实生活中的长时程智能体能力。 - 280B 总参数 / 16B 激活参数 - 512K 上下文窗口 - 文本、视觉和语音理解 以下是它如何学习、自我评估并随时间适应。🧵
正文
What does it take for an AI to stay useful when a task lasts for hours—or weeks—and the world keeps changing?
Goals evolve. New constraints appear. Plans fail.
Meet dots3-note Preview, an open-weight multimodal model developed by rednote’s dots studio @dotsstudioai for long-horizon agency in real life.
- 280B total / 16B active parameters
- 512K context window
- Text, vision, and speech understanding
Here’s how it learns, evaluates itself, and adapts over time. 🧵
来源：@rohanpaul_ai · x.com