Darren LI

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

无模型方法专注于直接从与环境的交互中找出value function。此类中的算法严重依赖reward 来学习值函数。因此,具有学习reward的功能很重要。 此外,它们通常更易于实现和调整超参数。

Finding the right balance between autonomy and control depends on the specific application space. Park says one of the main challenges with generative agents is that they need a very clear objective function.

2. If you are in the Pre-seed stage, the first thing is to go out to raise funds and prove the value of the group. In fact, some of the founders we work with have started lowering the valuations to find the funding they need over the next two to three years. In this case, you just need to raise money and go back to work.

Extension authors gain creative freedom because they don’t need to use application-specific APIs that reflect the original developers’ view of how people might want to extend their application.

It’s delightful to have the freedom to Bring Your Own Client (BYOC): to choose your favorite application to interact with some data.

Amazon in particular and ecommerce in general is good at search. Amazon, very obviously, is Google for products. It's good at giving you the best-seller you've heard of or the water filter for your fridge (the long tail). It's not so good at the things in the middle.