Darren LI

In streaming settings, StreamingLLM outperforms the sliding window recomputation baseline by up to 22.2x speedup.

Autonomous agents are programs, powered by AI, that when given an objective are able to create tasks for themselves, complete tasks, create new tasks, reprioritize their task list, complete the new top task, and loop until their objective is reached.

Kids, drug users, political radicals, sex workers and terrorists are all unwelcome in mainstream society. They struggle to use its money, its communications tools, and its media channels. Any attempt to do so comes at a high price: personal risk, plus a high likelihood that some or all of their interactions and transactions will be interdicted —... See more

我们看到了做AI Coding的三种方法,这三种方法对应三个挑战:

1/ 如何创造更强的上下文感知能力?

2/ 如何让AI Agent在端到端编码任务中做的更好?

3/ 有人押注于编码模型,这能否带来长期的差异化?

2. The new stack for these applications centers on language model APIs, retrieval, and orchestration, but open source usage is also growing.

The company was selling about $50k of subscriptions per week in January and sales grew steadily to about $200k during the last week of November. As with jobs sold on the site, there are no incremental costs associated with each dollar of subscription revenues, which makes for a very attractive business model.