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BUILD AI SYSTEMS

All podcast episode summaries matching BUILD AI SYSTEMS โ€” aggregated across every podcast we track.

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Quotes & Clips tagged BUILD AI SYSTEMS

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Train agents with persistent memory and correction files

โ€œThe most important thing is when you're setting up these agents, you want to set its own soul.md, so give it a personality, talk about what you like, what you don't like. Memory.md, so for persistence, obviously you want it to remember things as well. And lessons.md, too, you don't want self-correction after mistakes, right? So you don't want it to just, you make a mistake and you keep making the same mistakes over and over.โ€

โ€” Eric Siu

AI agents save over $500k in business costs

โ€œI have six AI agents running inside my business right now. Some of the names right now are Alfred, Cyborg, Flash and Oracle. And they do a whole host of things, such as looking through my Google Search Console, looking through my CRM, saving me 500 grand plus when it comes to my costs, and doing much more than that.โ€

โ€” Eric Siu

Content repurposing agents drive massive organic views

โ€œNot only that, it generated, we're talking about a lead from a multi-billion dollar company, actually two multi-billion dollar companies, is interesting, right? Because you're not just talking about generating views, you're actually talking about generating pipeline, and the agent is helping you do that. I'm not saying you should just let your agent YOLO and do whatever it wants all the time, but you should let it get you to the point where a human needs a review, and then you're okay to publish it.โ€

โ€” Eric Siu

AI chief of staff manages specialized subordinate agents

โ€œAlfred is our chief of staff. So Alfred sits at the very top. And then what happens is you have other agents that report to it... We have a reporting structure here that works out well because you have a chief of staff that has more of the context, and then it can feed that context when the other agents are calling for it.โ€

โ€” Eric Siu

AI compresses multi-week tasks into single days

โ€œInstead of having four humans that has, maybe a task might take you three weeks or so, like a cold email campaign might take you two, three weeks. Maybe it's three people helping you. Now you have one human that can probably do it in a day or two, right? And that's being generous. Probably takes a day. You maybe need to have some reviews done, but then you're often sending the emails the next day. Just the human timelines don't work anymore.โ€

โ€” Eric Siu

AI agents replace traditional sales and marketing roles

โ€œThis is an agent that helps us on sales across the board. It will actually create all the cold email sequences, it'll come up with all the leads, it'll scrub the leads, it'll de-duplicate the leads as well, and it will send it on a sequence, and it constantly iterates over time. It will constantly self-improve. And so this agent we have, that's in our stack, we have a stack called Single Brain, which is all of our revenue agents.โ€

โ€” Eric Siu

Automated cron jobs enable a 24/7 company model

โ€œYou have cron jobs that are firing at 2 a.m., which is what we have, that will ingest all of my content from my podcast, my YouTube channels. We have Cold Outbound launching on Saturday, sending thousands of emails before Monday, right? You can do that. We have Deal Resurrection crons that will find the right time to reach out to people that maybe we lost the deal 60 days plus in the last couple years or so.โ€

โ€” Eric Siu

Limit blast radius to prevent AI security failures

โ€œSo if someone hacks you, for example, if you let it send emails from your personal email, well, the blast radius is really big because then it can just send everyone emails and then ask for information. Right. So you don't want to just let it do whatever it wants. And then you want to limit the blast radius.โ€

โ€” Eric Siu

Clone custom AI agents to scale team output

โ€œI just added a cloned version of Oracle yesterday and said, hey, go ahead and introduce yourself. I'm yours, the SEO team's own agent. Not sure with other departments. I already have all the existing SEO intelligence from day one. Not starting from scratch. You can customize me, correct me, tell me your preferences.โ€

โ€” Eric Siu

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