Darren LI

One major challenge is the inference time of the models. While models like ChatGPT have improved in speed, they still take time to process information. When dealing with a large number of agents, there can be significant latency in real-time interactions. Optimizations and fine-tuning will be necessary to make the models faster and more efficient.... See more

自动驾驶汽车公司尝试过这种方法,但尚未完全成功。许多自动驾驶汽车公司,比如特斯拉,尝试通过在大量数据上训练这样一个端到端的大模型来实现5级自动驾驶,他们拥有训练模型所需的资源,资金和数据。特别是特斯拉在实际部署的10几万辆汽车中,不断收集并注释数据。尽管如此,特斯拉迄今尚未能生产出5级自动驾驶系统。这并不是说他们的方法根本不起作用,它能够处理大量驾驶情况,然而,它远未达到99.X%的可靠性。

The dataset was constructed by pooling 60 existing robot datasets from 34 robotic research labs around the world.

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

Using a new technology comes at a cost. If it’s 1979 and you’re Walt Disney Pictures, you’ve got no reason to explore the VCR. The existing system works great for you — and it works great for your audience. You can always find a movie theater willing to show your movies, your audience is happy to be seen entering that cinema, and the bank gladly... See more

Four elements of successful game design: - Frequent Feedback Loops- Variable Outcomes - Sense of Control- Connection to a Meta-Game