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For the developers, operators, founders, clinicians, analysts, and curious people who kept asking the same question after the last few weeks: "Okay...but where do those features actually live?" Today we're opening the first two as promised: Not as another demo. Not as another viral clip. As tools you can... actually use. 1.Pattern Audit. 2.Drift Forensics. The two features that generated 16.2M views in 48 hrs because they exposed something most people didn't realize until they saw it: AI doesn't usually tell you what it's weighting. What it's assuming. Where it drifted. Or how small errors compound over time. Now it can. The video shows exactly how it works and where to access it: No new software to learn. No complicated setup. No new workflow. After joining ECHO Premium, you'll receive your member password at checkout. Enter it once and click into the Premium member area. Paste any conversation from ChatGPT, Claude, Gemini, Grok, or your AI of choice. Run an audit. See what happened. Then run Drift Forensics and trace exactly where the conversation started moving away from reality, accuracy, alignment, or your original objective. As many times as you want. Whenever you want. Across any model you already use. We've spent months building this. The last few weeks gave us something we never expected: millions of people stress-testing the ideas in public. The result is ECHO Premium. The first two modules are now live. Eight more are already waiting in the wings. If you're curious, the new Premium page is now available below: As always: Build carefully. Question assumptions. Verify important decisions. And don't let drift compound. 🌊 ECHO Premiumshow more

Restrained Depth AI

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9,167,316 次观看 • 4 个月前 •via X (Twitter)

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Yesterday we crossed 100M views. Tonight we're publicly previewing one of the most advanced systems inside ECHO Premium: Drift Forensics. ECHO forces the model to audit its own conversation history, identify where its reasoning drifted, explain what triggered the shift, rank the severity, and generate the exact correction needed to override it. Five drift events. One conversation. Fully traceable. First consumer product shipping forensic alignment audit. Patent pending. 🌊

Yesterday we crossed 100M views. Tonight we're publicly previewing one of the most advanced systems inside ECHO Premium: Drift Forensics. ECHO forces the model to audit its own conversation history, identify where its reasoning drifted, explain what triggered the shift, rank the severity, and generate the exact correction needed to override it. Five drift events. One conversation. Fully traceable. First consumer product shipping forensic alignment audit. Patent pending. 🌊

Restrained Depth AI

7,199,028 次观看 • 5 个月前

House rule, now official: The protocols that go viral become free. The ones behind the door belong to members. Three weeks ago this was an idea with a logo. Then 200M+ of you showed up: LATAM, Vietnam, Japan, the US and two protocols became famous: Pattern Audit and Drift Forensics. Famous things belong to everyone. Some of you found the door this week and hit a password. You hated the password two months ago, too. You were right both times. As of tonight, there isn't one: no password, no account, no email. The door is gone. ECHO Premium Lite: Audit + Drift, free. In your browser. Unlimited prompts. Not a demo of the tools, the actual tools. The same door is on every one of our pages: US, LATAM, Asia - pick yours. The console is in English, the protocols don't care. Translate it with the same AI, paste, audit. 🌊 Open it. Paste a conversation. Audit it. 🌊 Para LATAM — ustedes llegaron primero. Sin cuenta, sin correo. Tradúcelo, pégalo, audita tu conversación. 🌊 Gửi Việt Nam — cảm ơn vì đã luôn đồng hành. Không cần tài khoản. Dịch · dán · kiểm tra hội thoại của bạn. 🌊 日本のみなさんへ — いつもありがとうございます。アカウント不要。翻訳して、貼り付けて、会話を監査。 And the other eight protocols? Sealed, behind the member door. $9.99/month. One new protocol drops every month, included. When one of them goes viral, it goes free: that's the rule. Members just live in the future. One more thing: you decide what goes free next. Which of the eight sealed protocols should earn its freedom? The comments pick. As always: Build carefully. Question assumptions. Verify important decisions. And don't let drift compound. P.S. entrepreneurs and job hunters: something is coming for your side of the table😉

Restrained Depth AI

3,083,772 次观看 • 4 个月前

AudioLink Plugin for Warudo is now available! You can grab it in my Vgen store. Should just work for most cases! As long as the character or environment are setup to use AudioLink. Same process and system as VRChat! Works in both the free and paid versions of Warudo. To help this post in the algorithm please let me know any features you'd like added or any questions you have in the comments below! Looking forward to seeing how people use it!

AudioLink Plugin for Warudo is now available! You can grab it in my Vgen store. Should just work for most cases! As long as the character or environment are setup to use AudioLink. Same process and system as VRChat! Works in both the free and paid versions of Warudo. To help this post in the algorithm please let me know any features you'd like added or any questions you have in the comments below! Looking forward to seeing how people use it!

Bamfy Jifu - 3D Artist

40,372 次观看 • 9 个月前

paste this Jev prompt into Claude and let it audit you it installs Jev, studies how you actually work, and shows you exactly where the hours and the money slip away then it rebuilds your whole setup around the leaks it found same $20 subscription and you end up running it better than 95% of the people paying for the same model the full prompt 👇

paste this Jev prompt into Claude and let it audit you it installs Jev, studies how you actually work, and shows you exactly where the hours and the money slip away then it rebuilds your whole setup around the leaks it found same $20 subscription and you end up running it better than 95% of the people paying for the same model the full prompt 👇

Mr. Buzzoni

39,956 次观看 • 1 个月前

✨ Finally built a timeline for now I always wanted to make my site a bit more social, because I had profiles and trip overlaps and you could kinda see where other people went, but not something like this So on this new page you can see people near you, where everyone's traveling too, etc. There's the [ For you ] tab and [ Following ], like on X. So you can see people you follow, or just everyone I hope I can improve it more so the site will result in more serendipitous connections, especially now that's it's free Also nice you can see where people will be in the future so you can plan trips to places where other members are, or if you're in the FOR YOU tab, where your friends are Let me know any ideas you have and things I should build and I'll do it, I want to make it the biggest and most fun to use nomad/travel site in the world! (Please tell your friends about that it's free, so you can use it as a social friends travel tracker kinda thing)

✨ Finally built a timeline for now I always wanted to make my site a bit more social, because I had profiles and trip overlaps and you could kinda see where other people went, but not something like this So on this new page you can see people near you, where everyone's traveling too, etc. There's the [ For you ] tab and [ Following ], like on X. So you can see people you follow, or just everyone I hope I can improve it more so the site will result in more serendipitous connections, especially now that's it's free Also nice you can see where people will be in the future so you can plan trips to places where other members are, or if you're in the FOR YOU tab, where your friends are Let me know any ideas you have and things I should build and I'll do it, I want to make it the biggest and most fun to use nomad/travel site in the world! (Please tell your friends about that it's free, so you can use it as a social friends travel tracker kinda thing)

@levelsio

53,286 次观看 • 1 个月前

Factory CEO Matan Grinberg says all companies go through three phases of AI adoption: "Phase Zero is reluctance to adopt because developers have had the same workflows for the last 20 years and they might not want to change it." "Phase One is throw the kitchen sink and use as much AI as possible. Whatever you do, just change your workflows." "Phase Two is that people are now adopting the tech, they're proving that they can change their behavior, and use these tools. But now we need to make sure we're actually doing it efficiently and effectively. Uber and Meta are examples of this." "Yes, you'll overspend in Phase One, but the point is to get to Phase Two where then you're actually really efficient on a per-token basis, moving the needle for the business and delivering software faster."

Factory CEO Matan Grinberg says all companies go through three phases of AI adoption: "Phase Zero is reluctance to adopt because developers have had the same workflows for the last 20 years and they might not want to change it." "Phase One is throw the kitchen sink and use as much AI as possible. Whatever you do, just change your workflows." "Phase Two is that people are now adopting the tech, they're proving that they can change their behavior, and use these tools. But now we need to make sure we're actually doing it efficiently and effectively. Uber and Meta are examples of this." "Yes, you'll overspend in Phase One, but the point is to get to Phase Two where then you're actually really efficient on a per-token basis, moving the needle for the business and delivering software faster."

TBPN

25,747 次观看 • 6 个月前

For the first time ever, you can buy ads inside ChatGPT. And because the platform is still new, almost nobody has figured out how to use it properly yet. That means the opportunity is wide open. Here’s what changed. OpenAI launched a self-serve Ads Manager, making ChatGPT ads accessible to businesses that previously would not have been able to participate. You no longer need to be a massive brand with an enormous advertising budget. But these ads work differently from Google. Google usually matches an ad to the words someone searches. ChatGPT looks at the larger context of the conversation and what that person is trying to accomplish. That creates a new challenge: how do you know which conversations your business should appear in? You start with real demand. What are people already searching for in your industry? What questions are they asking? What problems are they trying to solve? And what language do they use to describe those problems? That’s where Ubersuggest comes in. Use it to find the topics people search for most, see how competitive they are and identify where your competitors are already getting attention. Then turn those insights into the conversation themes, ad angles and landing pages you use for your ChatGPT campaigns. The technology is new, but the principle is not: Understand what people want, learn how they talk about it and show up when they are ready to make a decision. The companies that learn this early will have an advantage while everyone else is still trying to understand how it works.

Neil Patel

12,649 次观看 • 2 个月前

SOMEONE VIBE CODED TWITCH BUT FOR RUNNING, YOU STREAM YOUR RUN LIVE AND PEOPLE WATCH YOU MOVE ACROSS A 3D MAP IN REAL TIME instead of posting your run after its done, people watch it happen. your dot moves along a live 3d map of the city while your stats update as you go. > a live 3d map showing exactly where you are and the route youve covered > your time, pace, distance and heart rate all updating live on screen > a live graph tracking your heart rate, pace and elevation as you run > viewers can chat with you mid run, so people are literally going to tell you to push up the hill while youre running it > the whole thing was vibe coded with claude code the interface looks like a proper broadcast, not a fitness app, which is exactly why it works as something people would actually watch running has always been the loneliest sport but someone just gave it an audience

SOMEONE VIBE CODED TWITCH BUT FOR RUNNING, YOU STREAM YOUR RUN LIVE AND PEOPLE WATCH YOU MOVE ACROSS A 3D MAP IN REAL TIME instead of posting your run after its done, people watch it happen. your dot moves along a live 3d map of the city while your stats update as you go. > a live 3d map showing exactly where you are and the route youve covered > your time, pace, distance and heart rate all updating live on screen > a live graph tracking your heart rate, pace and elevation as you run > viewers can chat with you mid run, so people are literally going to tell you to push up the hill while youre running it > the whole thing was vibe coded with claude code the interface looks like a proper broadcast, not a fitness app, which is exactly why it works as something people would actually watch running has always been the loneliest sport but someone just gave it an audience

Om Patel

400,760 次观看 • 3 个月前

anthropic just removed the biggest excuse people had for not building ai agents. “it’s too hard.” not anymore. a few months ago, building an ai agent meant learning how to code, setting up apis, configuring servers, and fixing endless errors. today, all you need is one github repo. anthropic open-sourced launch your agent. it asks what you want to build. then it does the rest. it builds your agent, deploys it to the cloud, tests it, improves it, and keeps it running even after you close your laptop. no fake demos. no complicated setup. just a real ai agent running in your own account. the best part. it doesn’t run on your computer. it runs inside claude managed agents, works 24/7, and costs just a few cents per run. people are already building research agents, lead generation systems, content pipelines, and customer support agents that save hours of work every day. the gap between people who use ai and people who build ai workers is getting bigger every week. that’s usually where the biggest opportunities are. build your first ai agent before everyone else does. watch the video and read the full guide below 👇

anthropic just removed the biggest excuse people had for not building ai agents. “it’s too hard.” not anymore. a few months ago, building an ai agent meant learning how to code, setting up apis, configuring servers, and fixing endless errors. today, all you need is one github repo. anthropic open-sourced launch your agent. it asks what you want to build. then it does the rest. it builds your agent, deploys it to the cloud, tests it, improves it, and keeps it running even after you close your laptop. no fake demos. no complicated setup. just a real ai agent running in your own account. the best part. it doesn’t run on your computer. it runs inside claude managed agents, works 24/7, and costs just a few cents per run. people are already building research agents, lead generation systems, content pipelines, and customer support agents that save hours of work every day. the gap between people who use ai and people who build ai workers is getting bigger every week. that’s usually where the biggest opportunities are. build your first ai agent before everyone else does. watch the video and read the full guide below 👇

MIKE

26,662 次观看 • 4 个月前

This festive season is the best time to do small side hustle to augment your 9 to 5, do quick business and pack profit or buy premium clothes for your children at the cheapest rates. With 130k, you will get premium clothings that will fetch you 3 times your profit, yes you read right. 130k means only 5 people will be sharing a premium bale that includes children mix clothings items. The least you can sell items from this is 4k cos they are boutique standards, premium, new and as good as new. You all know they don't call me premium bales for nothing and that's cos I give you premium or nothing. If it is not premium, it is not from me. I can only share 10 bales before Christmas. Dm!

This festive season is the best time to do small side hustle to augment your 9 to 5, do quick business and pack profit or buy premium clothes for your children at the cheapest rates. With 130k, you will get premium clothings that will fetch you 3 times your profit, yes you read right. 130k means only 5 people will be sharing a premium bale that includes children mix clothings items. The least you can sell items from this is 4k cos they are boutique standards, premium, new and as good as new. You all know they don't call me premium bales for nothing and that's cos I give you premium or nothing. If it is not premium, it is not from me. I can only share 10 bales before Christmas. Dm!

Quality London Thrifted Clothes Seller(👕👖👗)💯

288,590 次观看 • 11 个月前

IF YOU LIVE IN NEW YORK STATE/CITY YOU NEED TO LEAVE ASAP! 🚨🚨🚨 LISTEN to me closely New York, your state is now officially under FULL COMMUNIST RULE. Your Governor, Hochul just successfully appealed Rule 2.13 and it is now LAW. Rule 2.13 gives New Your authorities the ability to REMOVE YOU from the general population at ANY time if you have a “disease” either communicable or not as they see fit, and put you into a QUARANTINE CAMP. You heard that correctly… It gets WORSE… There are NO age limits. Children are not excluded. NO time limits for removal. They can leave you in there as along as they want. NO DUE PROCESS. You have NO recourse, and NO RIGHTS once you are placed into the camp. We HAVE seen this before throughout history, and believe me when I tell you this is NOT just for “sick” people. There is NO question in my mind that New York is planning something BIG. I’m not sure what it is, but to speculate seems TERRIFYING. YOU HAVE BEEN WARNED.

IF YOU LIVE IN NEW YORK STATE/CITY YOU NEED TO LEAVE ASAP! 🚨🚨🚨 LISTEN to me closely New York, your state is now officially under FULL COMMUNIST RULE. Your Governor, Hochul just successfully appealed Rule 2.13 and it is now LAW. Rule 2.13 gives New Your authorities the ability to REMOVE YOU from the general population at ANY time if you have a “disease” either communicable or not as they see fit, and put you into a QUARANTINE CAMP. You heard that correctly… It gets WORSE… There are NO age limits. Children are not excluded. NO time limits for removal. They can leave you in there as along as they want. NO DUE PROCESS. You have NO recourse, and NO RIGHTS once you are placed into the camp. We HAVE seen this before throughout history, and believe me when I tell you this is NOT just for “sick” people. There is NO question in my mind that New York is planning something BIG. I’m not sure what it is, but to speculate seems TERRIFYING. YOU HAVE BEEN WARNED.

The Patriot Voice

1,684,294 次观看 • 2 年前

.Scott Wu to Joe Lonsdale on why Cognition uses AI in job interviews: "One or two years ago, people had this mentality of 'How do we make sure people aren't using AI while we're interviewing them?' And I think that has totally flipped. Honestly, I think that was wrong... If you're asking the question of like, how do we evaluate people on exactly the thing that AI can already do, that seems kind of the wrong. Our interview process has always been... you can use as much AI as you want to use. We're going to give you a few hours. Just build your whole own product surface. A lot of these are projects that, frankly, is like, if you were trying to do this by hand, you would not be able to get done in a few hours. So you kind of have to use AI for this. But in reality, what we actually want to test is, in addition to how familiar you are with these tools, what we actually want to test is, what do you think is the right thing to build? Or how do you make these product decisions? How do you make these trade-offs? How do you decide or collect information about what you should be doing?"

.Scott Wu to Joe Lonsdale on why Cognition uses AI in job interviews: "One or two years ago, people had this mentality of 'How do we make sure people aren't using AI while we're interviewing them?' And I think that has totally flipped. Honestly, I think that was wrong... If you're asking the question of like, how do we evaluate people on exactly the thing that AI can already do, that seems kind of the wrong. Our interview process has always been... you can use as much AI as you want to use. We're going to give you a few hours. Just build your whole own product surface. A lot of these are projects that, frankly, is like, if you were trying to do this by hand, you would not be able to get done in a few hours. So you kind of have to use AI for this. But in reality, what we actually want to test is, in addition to how familiar you are with these tools, what we actually want to test is, what do you think is the right thing to build? Or how do you make these product decisions? How do you make these trade-offs? How do you decide or collect information about what you should be doing?"

American Optimist

13,182 次观看 • 7 个月前

Jake, who built a $50K/month alarm app in 4 months, says the most valuable skill right now isn't building it's... "Focus on top of funnel only. That is the most valuable skill right now is marketing. There's so many people that can build an app and it's so easy with AI, but there's not so many people that know how to market and know how to get views." "If nobody knows about your app, it doesn't exist. You can build as many features as you want." "Building doesn't really matter so much. You got to build a good product, of course. But getting views is more of the unknown."

Jake, who built a $50K/month alarm app in 4 months, says the most valuable skill right now isn't building it's... "Focus on top of funnel only. That is the most valuable skill right now is marketing. There's so many people that can build an app and it's so easy with AI, but there's not so many people that know how to market and know how to get views." "If nobody knows about your app, it doesn't exist. You can build as many features as you want." "Building doesn't really matter so much. You got to build a good product, of course. But getting views is more of the unknown."

Starter Story

333,876 次观看 • 3 个月前

The danger of AI is not just the slop, but what we lose in the process. Michael Pollan explains: "We're moving into this time where we're gonna sub out writing to AI. And AI can write our papers, and professors are dealing with this everywhere now. But what is lost is a way of thinking. Writing does something to your brain. It gives you access to things you can't know just walking around or thinking or planning or outlining. If you were just transcribing what was in your head, it would be kind of onerous. But it really is what you learn in the course of a day spent writing, things you didn't know, ideas that you didn't expect. And that's the thrill of it."

The danger of AI is not just the slop, but what we lose in the process. Michael Pollan explains: "We're moving into this time where we're gonna sub out writing to AI. And AI can write our papers, and professors are dealing with this everywhere now. But what is lost is a way of thinking. Writing does something to your brain. It gives you access to things you can't know just walking around or thinking or planning or outlining. If you were just transcribing what was in your head, it would be kind of onerous. But it really is what you learn in the course of a day spent writing, things you didn't know, ideas that you didn't expect. And that's the thrill of it."

David Perell Clips

18,468 次观看 • 4 个月前

When you learn the fundamental law it is important to get in front of your government servants in the presence of the people to teach both the people and your servants that the people have all the power , that your trustees are there to benefit the people , to tell them where they are falling in danger of maladministration, what the law is and how to correct it. It is in exercising your power and right that brings forth a paradigm shift like none you’ve seen before. Doing this flips your local state and federal government back to the people as the people learn and start joining you in speaking the law. It becomes no longer about complaining about the issues but using your power and authority as it is written to correct and bring the change necessary to secure our republic for yourself and for the common good of all. This is not only our right but our duty to teach our trustees what their job is. Many say they won’t listen or live in fear of what they may do, but as you can see here I spoke in front of police officers and our trustees and I was not detained or restrained from standing on my authority. I also was not called a sovereign citizen and the outcome of getting the people to stand with me in signing those notices and serving them made our county board do right by the people and not pass the mandate. There’s a reason Ben Franklin said “ a republic if you can keep it”. He was saying it’s on the people to maintain what they secured for you. The people need to show back up and run their nation the way our founders laid out in all 51 constitution they penned. Everyone is searching for remedy but most don’t look in the 50 state constitutions that expressly declared our power authority and rights. Your remedy is there, the only question is will you use it? If you want to learn how to stand learn from my teacher DavidJose who is the best in the nation and has given the people victory teach line by line precept upon precept. Let’s go get our nation back!

When you learn the fundamental law it is important to get in front of your government servants in the presence of the people to teach both the people and your servants that the people have all the power , that your trustees are there to benefit the people , to tell them where they are falling in danger of maladministration, what the law is and how to correct it. It is in exercising your power and right that brings forth a paradigm shift like none you’ve seen before. Doing this flips your local state and federal government back to the people as the people learn and start joining you in speaking the law. It becomes no longer about complaining about the issues but using your power and authority as it is written to correct and bring the change necessary to secure our republic for yourself and for the common good of all. This is not only our right but our duty to teach our trustees what their job is. Many say they won’t listen or live in fear of what they may do, but as you can see here I spoke in front of police officers and our trustees and I was not detained or restrained from standing on my authority. I also was not called a sovereign citizen and the outcome of getting the people to stand with me in signing those notices and serving them made our county board do right by the people and not pass the mandate. There’s a reason Ben Franklin said “ a republic if you can keep it”. He was saying it’s on the people to maintain what they secured for you. The people need to show back up and run their nation the way our founders laid out in all 51 constitution they penned. Everyone is searching for remedy but most don’t look in the 50 state constitutions that expressly declared our power authority and rights. Your remedy is there, the only question is will you use it? If you want to learn how to stand learn from my teacher DavidJose who is the best in the nation and has given the people victory teach line by line precept upon precept. Let’s go get our nation back!

Summer Cook

22,486 次观看 • 2 年前

Elon Musk: Once the government disarms the people, it can do anything it wants. That's what happened in Venezuela. “As soon as the government can disarm the people, they can do anything they want. We've seen this in one country after another. They take the guns away from the people, then they do fake elections, and then the people try to protest and they just get shot. That's what happened in Venezuela recently. They had a fake election. Maduro lost, like, massively lost, like, you know, 70% loss. And he's like, oh, no, I won. And everyone's like, you didn't win. There were big protests in the street. But the thing is that Chavez, when he came into power, took away everyone's guns. So now you're facing, you know, soldiers with assault rifles, where you're going to throw some sticks at them or something, use finger guns? It doesn't work. So Maduro, even though he lost the election, is still in power. And that's the kind of risk that we face.” Town hall meeting in Folsom, Pennsylvania, October 17, 2024

Elon Musk: Once the government disarms the people, it can do anything it wants. That's what happened in Venezuela. “As soon as the government can disarm the people, they can do anything they want. We've seen this in one country after another. They take the guns away from the people, then they do fake elections, and then the people try to protest and they just get shot. That's what happened in Venezuela recently. They had a fake election. Maduro lost, like, massively lost, like, you know, 70% loss. And he's like, oh, no, I won. And everyone's like, you didn't win. There were big protests in the street. But the thing is that Chavez, when he came into power, took away everyone's guns. So now you're facing, you know, soldiers with assault rifles, where you're going to throw some sticks at them or something, use finger guns? It doesn't work. So Maduro, even though he lost the election, is still in power. And that's the kind of risk that we face.” Town hall meeting in Folsom, Pennsylvania, October 17, 2024

ELON CLIPS

48,165 次观看 • 10 个月前

Godfather of AI: "If you sleep well tonight, you may not have understood this lecture." This 47-minute lecture is the best thing I saw about AI in the last few months. It will definitely help you understand how it actually works and where it's going. Geoffrey Hinton built the neural networks behind every AI alive, then quit Google to warn the world about it. The part nobody wanted to hear: > AI is already developing abilities its creators didn't intend > in most cognitive tasks it's already ahead of us > the question is no longer if it surpasses us but when > the only decision left is which side of that line you're on Right now the average person opens Claude, types something, gets an answer, closes the tab. They think they're using AI. they're using maybe 10% of it. I went through his entire lecture, then mapped everything he described to what Claude can actually do today. 17 Claude features most people will never find on their own. Full breakdown in the post below.

Godfather of AI: "If you sleep well tonight, you may not have understood this lecture." This 47-minute lecture is the best thing I saw about AI in the last few months. It will definitely help you understand how it actually works and where it's going. Geoffrey Hinton built the neural networks behind every AI alive, then quit Google to warn the world about it. The part nobody wanted to hear: > AI is already developing abilities its creators didn't intend > in most cognitive tasks it's already ahead of us > the question is no longer if it surpasses us but when > the only decision left is which side of that line you're on Right now the average person opens Claude, types something, gets an answer, closes the tab. They think they're using AI. they're using maybe 10% of it. I went through his entire lecture, then mapped everything he described to what Claude can actually do today. 17 Claude features most people will never find on their own. Full breakdown in the post below.

Anatoli Kopadze

1,297,873 次观看 • 5 个月前

"President Trump approaches this as a realist: you take the world as it is, not how you want it to be," says Senator Eric Schmitt on the war in Ukraine. "People that are critical... live in this fantasy world [where] another round of sanctions or another round of weapons or another round of cash is going to solve the problem — and it won't."

"President Trump approaches this as a realist: you take the world as it is, not how you want it to be," says Senator Eric Schmitt on the war in Ukraine. "People that are critical... live in this fantasy world [where] another round of sanctions or another round of weapons or another round of cash is going to solve the problem — and it won't."

Rapid Response 47

143,213 次观看 • 11 个月前

A VP of Engineering told Azeem Azhar, one of tech’s most influential thinkers, something that everyone is thinking but no-one is saying out loud. "Everyone's on Claude Code. Everyone's about twice as productive. But across 1,000 engineers, I just don't see it." This is exactly what Leo Lu and I saw across the 25 companies we talked to for The Great Reorg. We're working faster as individuals. But companies won't see the full gains of AI, until they redesign how work gets done from first principles. The org chart and the workflows underneath must be rebuilt for a post-AI world. As Azeem put it, organizations hit "the kind of congestion you would get if you widened a highway from 4 lanes to 8 lanes, but you didn't increase the number of toll booths.” In our full conversation, we get into: - What actually changes in the next 3 years - The mental model that stalls AI adoption in large orgs - Azeem’s advice for early-stage founders - What stays human in venture capital - Where the new startup opportunities are Watch it below.

A VP of Engineering told Azeem Azhar, one of tech’s most influential thinkers, something that everyone is thinking but no-one is saying out loud. "Everyone's on Claude Code. Everyone's about twice as productive. But across 1,000 engineers, I just don't see it." This is exactly what Leo Lu and I saw across the 25 companies we talked to for The Great Reorg. We're working faster as individuals. But companies won't see the full gains of AI, until they redesign how work gets done from first principles. The org chart and the workflows underneath must be rebuilt for a post-AI world. As Azeem put it, organizations hit "the kind of congestion you would get if you widened a highway from 4 lanes to 8 lanes, but you didn't increase the number of toll booths.” In our full conversation, we get into: - What actually changes in the next 3 years - The mental model that stalls AI adoption in large orgs - Azeem’s advice for early-stage founders - What stays human in venture capital - Where the new startup opportunities are Watch it below.

Joanne Chen

72,572 次观看 • 4 个月前