Darren LI

In addition to analyzing their objective, and coming up with tasks, autonomous agents can have a range of abilities that can enable them to complete any digital task a human could, such as:

• Access to browsing the internet and using apps


• Long-term and short-term memory


• Control of your computer


• Access to a credit card or other form of payment

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Packy is a better investor because of his writing, and he’s a better writer because of his investing.

我们可以通过确定agent是否了解环境模型来划分可用的RL算法。 了解模型可以使agent提前知道状态转移概率矩阵和未来的reward

7. Can’t just raise money and become a DAO, that won’t work. You have to build a product, you have to build a mechanism to keep the product and the community sustainable, and you have to make people love the product and pay for it. Sooner or later, you can let the community take over and let them think about where the product is going.

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

Over time, this progression leads to the potential for AI-driven co-pilots for life sciences and healthcare that greatly scale skilled labor or that uplevel less-skilled labor. For example, AI could suggest answers or ideas, allowing trained humans to choose the best ones, curating results and skipping over any wrong answers. This approach... See more

Generative AI’s first year out the gate—“Act 1”—came from the technology-out . We discovered a new “hammer”—foundation models—and unleashed a wave of novelty apps that were lightweight demonstrations of cool new technology.