Darren LI

AgentBench: Evaluating LLMs as Agents

AI creator Abel Art reported a ratio of ~500 videos for 1 minute of coherent video. Image consistency also usually starts to fail after a minute or two of continuous video and requires manual editing – which is why most generations are capped at ~1 minute today.

11. Coinbase is moving towards crypto-native, and FTX is moving away from crypto-native, so Coinbase will be the winner of Crypto, and FTX may be the winner of other markets.

原来线性强调的是TPF,technology problem fit,但在AI应用这件事上,技术门槛并不高,因为核心技术是由大模型提供的。但应用层对创始人想法的要求是更高的,对快速动作、快速组队的要求也更高。经过了几次决策流程我们发现了原来做法的问题,所以决定,只要找到right problem、right people

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.

sim2real确实不是大问题了,但是zero-shot/few-shot sim2real永远是大问题,因为zero/few-shot learning本身就是大问题

A great case for an open-source solution is when a transparency problem is present. What is a transparency problem? It’s when a solution being closed source creates distrust between the client and vendor.