Darren LI

基于物理引擎的仿真器,如Pybullet、Mujoco、Isaac Gym等,为获取大量机器人交互数据提供了一个有效的方式。研究者们可以先在仿真器中进行训练,之后再迁移到真实机器人上。

LLM解决了输入端的感知和思考问题,“具身智能”落地关键在于解决输出端的行动能力

The issue is delivery, not content or capture. There’s a lot of raw footage roughly of this quality, it’s just been impossible to get to consumers without arduous download times or distracting compression artifacts. For reference, these videos are encoded at 250 Mbps which is not streamable, whereas Apple Immersive videos are 50 Mbps.

编程这项工作非常适合 AI 增强或替代 ,原因如下:

1/ 编码本质上要求工程师将问题分解成更小、更易管理的任务;

2/ 有大量现有的训练数据;

3/ 任务需要判断力和基于规则的工作相结合;

4/ 解决方案利用可组合的模块(比如开源软件库等);

5/ 在某些情况下,工作成果可以通过经验测试其正确性。这意味着可靠的 AI 编码工具可以提供可量化的价值。

- The core of Packy’s flywheel is the Monday piece. These pieces are the crown jewel in Packy’s empire, the battery pack in his Tesla; these pieces are (rightly) shared en masse, and they fuel his obscene subscriber growth. - As Packy’s keeps churning out hit after hit on Mondays, his audience doesn’t stop growing. - As the audience grows, a few... See more

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.

According to an advertising agency I consulted, for example, a weekly podcast that generates thirty thousand downloads per episode should be able to reach Kelly’s target of generating a hundred thousand dollars a year in income. Earning a middle-class salary by talking through a digital microphone to a fiercely loyal band of supporters around the... See more

There are two major waves happening today that could accelerate the creation of a new generational storytelling company:

1. Consumer shift toward interactive media (over linear/passive media, i.e. TV/film)


2. Technology advancement driven by generative AI