Darren LI

“self-driving car companies aren’t worried about controlling the car to drive in a straight line, but rather about a situation in which someone paints a sky onto the back of a truck and drives in front of the car”,从而混淆了感知系统。Sergey Levine的观点是:参考自动驾驶的经验,费劲的不是车辆的controller,而是应付现实世界的复杂性。

Authentication needs to be quick and convenient for the sellers and reliable and consistent for the buyers. Product discovery and navigation needs to be contextualized and entertaining, either through editorial point of view or through livestreaming and social component. Visibility needs to be equal to all sellers and platforms should support in te... See more

I might be biased, but I believe that creators would be well served to consider their portfolio of SKUs as a flywheel. Step 1: figure out what the core of your engine is based on your business model. Step 2: add SKUs that (1) are uniquely made better by your core activity (writing/TikToking, etc), and (2) that in turn feed back into that core activ... See more

6. Language models need to become more trustworthy (output quality, data privacy, security) for full adoption.

These companies follow a playbook originally written by Amazon: serve the needs of users within a single high-frequency purchase category, and use that category as a beachhead from which to expand vertically (brands) and horizontally (categories).

Language is a richer form of supervision than classical closed-set labels.

Great things are usually made by specialists, not by all of us. These specialists can create things that the rest of us want. This means that networks can emerge with two groups: one that supplies something valuable, and another which consumes that service. This is where the most valuable type of Internet company enters the game: aggregators.