Darren LI

First off, a primer on autonomous agents: - Give them a task - Give them memory - Give them access to tools - They decide on-the-fly how to accomplish your task and remove you from this process because... it's autonomous - Watch them attempt to do the work

Key unlock: LLMs will be able to take into account vast amounts of relevant information and offer more personalized, tailored, and useful outputs.

First, here a generalized framework for an autonomous agent :

1. Initialize Goal : Define the objective for the AI.


2. Task Creation : The AI checks its memory for the last X tasks completed (if any), and then uses it’s objective, and the context of it’s recently completed tasks, to generate a list of new tasks.


3. Task Execution : The AI executes the

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Crypto is an asset class that rewards participation in the Great Online Game. The fastest way to understand what’s legit and what’s not, and which coins people are going to buy and which they’re going to ignore, is to spend time participating and learning online. The right Discord or Twitter follow is a massive source of alpha.

I don’t think anyone truly appreciates the power that they have to shape this world, it’s certainly not their fault. When you think we’re on a planet with seven billion other people, it’s very easy to think that surely someone else has more experience, more knowledge, more power to help improve this world. But it’s a pretty frightening realisation... See more

To address these concerns, several of the leading model companies are working on improved steering —a way to place better controls on LLM outputs—to focus model outputs and help models better understand and execute on complex user demands.

5. The stack is becoming increasingly developer-friendly.

It gives away everything that Linktree charges for for free, and charges for features beyond what Linktree offers -- custom domains, multiple pages, and direct monetization. Additionally, because Beacons allows Creators to monetize directly, it can make money by taking a small cut of each transaction.