Darren LI

@darrenli

Creator Economy, AI & retail-tech investor | J.D. & J.M. | PNG collector | Musical lover | Happy to chat, using Cal.com link below to book calls (https://cal.com/darrenli)

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它旨在将仿真环境中 (源域) 训练得到的策略在现实环境中 (目标域) 进行再适应。这种方法背后的假设是,不同域之间具有相同的特征,智能体在一个域中学习得到的行为和特征能够帮助其在另一个域中学习。

小米技术 • Article

The moats are in the customers, not the data. We predicted that the best generative AI companies could generate a sustainable competitive advantage through a data flywheel: more usage → more data → better model → more usage. While this is still somewhat true, especially in domains with very specialized and hard-to-get data, the “data moats” are on

Sonya Huang • Generative AI’s Act Two

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.

FOLDS • LinkedIn Venture Capital Investment Memo from Bessemer Venture Partners -

GPT-4V Safety and Deployment Preparation

Analysis of safety preparations and evaluations for GPT-4V, a multimodal language model with image analysis capabilities, including early access testing, red teaming, and mitigations for potential risks and limitations.

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Generative AI and

Horizontal LLMs will lose .

Rob May • 5 Contrarian AI Theses For Early Stage Investors

Technical side, Binance has the ability to handle 1.4 million orders per second, combined with its ability to host 20 million users, and multilingual support, the exchange has huge capacity when it comes to taking on more users without slowing or stalling.

Forbes • Error PageSecurity Violation (403)

5. The stack is becoming increasingly developer-friendly.

Lauren Reeder • The New Language Model Stack

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.

Uncharted Territories • Platforms and Aggregators

There is a broad middle of more-or-less commodity, more-or-less undifferentiated choices that depend on distribution and aggregation to be chosen.