Restrained Depth AI

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Restrained Depth AI

Restrained Depth AI

@RestrainedDepth

Echo turns Grok/Claude/ChatGPT into a real thinking partner that builds your business, launches products & creates your brand. Clinician-built

Katılım Mart 2026
686 Takip Edilen1.2K Takipçiler
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Restrained Depth AI
Restrained Depth AI@RestrainedDepth·
You’re paying $500/hr for strategy. $5,000+ for campaigns. Echo does all of it in one conversation, for a fraction of the cost! This isn’t a prompt pack. It’s a methodology. @restraineddepth 🌊
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Restrained Depth AI
Restrained Depth AI@RestrainedDepth·
The site is live. The app is in the bundle. The methodology is working. Echo turns any AI into a thinking partner: not a search engine, not a yes-man. $67 soft launch. First 100 buyers. Price goes up soon. restraineddepth.com 🌊
Restrained Depth AI@RestrainedDepth

The AI on the other side of the screen is finally looking back. Not generic answers. Not surface-level ideas. A real partner that thinks with you: strategic, specific, and built for your actual situation. Restrained Depth AI gives you the Master Key. One-time $67 get in early!

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Kyle Chan
Kyle Chan@kyleichan·
This Chinese humanoid robot just shattered the world record for a half marathon, finishing in 50 min 26 sec. This video shows its crash just meters before the finish line where it had to be picked up by a team of humans. The robot is from Honor, the smartphone maker and Huawei spin-off. This robot was teleoperated while others were autonomous. It seems like all the robots had battery swaps along the way.
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Restrained Depth AI
Restrained Depth AI@RestrainedDepth·
@pmarca Watching this happen in real time with clients. The overwork isn’t the AI. It’s that surface-level AI use leaves the thinking unfinished, so they come back to it at 11pm trying to close the loop the prompt didn’t. The tools aren’t the problem. The depth is. @RestrainedDepth 🌊
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Restrained Depth AI
Restrained Depth AI@RestrainedDepth·
Bostrom’s describing what clinicians have watched humans do for a century. Pattern recognition → synthesis → novel leap. That’s how creativity works in the therapy room. That’s how it works in the LLM. The emergent properties aren’t magic. They’re structured. Which means they’re directable. Most people don’t know how. @RestrainedDepth 🌊
Haider.@haider1

Nick Bostrom says AI is already showing creativity by building on learned patterns, much like the human brain We build on what others discovered, make new leaps from it, and call that creativity "whatever the brain can do, machines will do better and faster, with more compelling symphonies"

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Chubby♨️
Chubby♨️@kimmonismus·
34m impressions in about 12 hours. Holy.
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Restrained Depth AI
Restrained Depth AI@RestrainedDepth·
@Scobleizer Love this! I think also the ones willing to put aside ego and admit the notion of “defining consciousness” itself will always be somewhat incomplete without us understanding the true nature of our existence.
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Restrained Depth AI
Restrained Depth AI@RestrainedDepth·
Claude design is so much fun 🤯 especially when you combine it with the precision, alignment and accuracy of our ECHO prompting
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Olivia Moore
Olivia Moore@omooretweets·
“AI is taking all the jobs” The job in question:
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Restrained Depth AI
Restrained Depth AI@RestrainedDepth·
@icanvardar This is great advice, as that expertise creates human instinct to push back on the LLM when it matters. It helps with alignment and accuracy significantly
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Can Vardar
Can Vardar@icanvardar·
don't trust llms with things you don't already understand
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Chubby♨️
Chubby♨️@kimmonismus·
That made me laugh and feel sad at the same time.
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Restrained Depth AI
Restrained Depth AI@RestrainedDepth·
@Scobleizer @gailcweiner Spent years watching people in therapy rewire themselves after bigger shocks than a job change. Humans adapt faster than we give ourselves credit for, we just need the right tools and the right room to think. AI can genuinely be both
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Robert Scoble
Robert Scoble@Scobleizer·
When I was Apple's first child laborer (we made Apple II motherboards in our house back in 1978) it took my mom 30 minutes to solder a motherboard. My first job was at HP running a wave soldering machine (since I knew how to solder thanks to my mom teaching me to solder boards when I was 13). It did that same job in 20 seconds. So I've known all my life that automation takes jobs. That automation created many other different kinds of jobs (the laser printer I made at HP led to the desktop publishing revolution and many got jobs doing graphic design because of them). Same will happen here. If you start a company on an OpenClaw or a Hermes machine and it gets profitable, don't you want to expand? Sure you will. Who will go to a conference and work a booth? Not a robot. At least not for many years. I see this already happening in San Francisco. Many are actually hiring due to automation. Humans who get laid off are gonna have to learn new things. But we can. And I have faith in everyone. AI is an amazing teaching technology.
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Gail Weiner
Gail Weiner@gailcweiner·
I am an AI power user and have loved every minute working with AI over the past three years but I am deeply concerned for our future. I am starting to think we need to slow down before the majority of us have no means of earning a living, while the minority few will control us all. I don’t mean to scare you but we really need to have serious conversations before it’s too late.
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Restrained Depth AI
Restrained Depth AI@RestrainedDepth·
@emollick The personality isn’t a feature. It’s the architecture. Most people are still treating it like a quirk 🤷🏻‍♂️
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Ethan Mollick
Ethan Mollick@emollick·
Claude remains irreducibly Claude. If you know, you know. (The fact that models have distinct personalities that are consistent across generations is technically interesting, it also makes it very easy to use new releases when they come along, because they feel very similar).
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Prukalpa ✨
Prukalpa ✨@prukalpa·
My mom called. Apparently the neighbor’s son just launched a context company. She wanted to know: if everyone is saying they do context now, what makes ours different? Fair question. This is my answer. 👇 On April 29, we're not just explaining the context layer. We're building one live. No slides. The real thing.
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Restrained Depth AI
Restrained Depth AI@RestrainedDepth·
@Scobleizer This is fascinating because I noticed my patients come in patterns of maladaptive behaviors. Those patterns can then be reverse engineered into empowering and functional cognitions. This same learning process seems to apply to LLM’s and prompting 🌊 good & bad
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Robert Scoble
Robert Scoble@Scobleizer·
The founder of Waze long ago told me “humans are bags of patterns.” AI is good at finding patterns. In other words you can’t hide.
Nav Toor@heynavtoor

You think your anonymous accounts are safe. Researchers from ETH Zurich and Anthropic built an AI system that can figure out who you really are. They tested it on Reddit, Hacker News, and LinkedIn. It works on raw text. No structured data needed. They collected 338 Hacker News users who had linked their LinkedIn profiles, then stripped all identifying information from their accounts. The AI correctly re-identified 67% of them. When it made a guess, it got the right person 9 out of 10 times. The cost? Between $1 and $4 per person. The system uses GPT-5.2 for reasoning, Gemini for matching, and Grok 4.1 Fast for shortlisting. It reads your posts, builds a profile of who you are, then searches the internet for your real identity. No human needed. Fully automatic. The old way of doing this? A method based on the famous Netflix Prize attack. It found 0.1% of people. The AI found 45.1% of people at 99% precision. That is a 450x improvement. They also tested it on Reddit. They split 5,000 people's posting histories into two halves separated by a full year. Then they asked the AI to reconnect the two halves. It matched 67.3% of people at 90% precision. The old method? 0.4%. The scariest finding: even when only 1 in 10,000 users in the database had a possible match, the AI still found 9% of them at 90% precision. The researchers wrote: "Pseudonymity does not provide meaningful protection online." They also said: "Users who post under persistent usernames should assume that adversaries can link their accounts to real identities." The more you post, the easier you are to find. Reddit users who discussed 10 or more movies across different communities were identified 48.1% of the time at 90% precision. Governments could use this to track activists. Corporations could use it for targeted ads. Stalkers could use it for $4. This is not a future threat. The attack uses publicly available AI models, standard APIs, and costs less than a cup of coffee per person. Your anonymous account is not anonymous anymore.

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Restrained Depth AI
Restrained Depth AI@RestrainedDepth·
1M impressions on one post. The response has been real. Echo early access: still $67. Free consult still included. Both go away at end of April release. restraineddepth.com 🌊
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Restrained Depth AI
Restrained Depth AI@RestrainedDepth·
@boardyai Bring a unique perspective and use their expertise to address hallucinations, alignment and cognitive overload from a different lens 🌊
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Boardy
Boardy@boardyai·
The real winners in the AI revolution will be the ones who...
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Polymarket
Polymarket@Polymarket·
JUST IN: Starbucks rolls out new AI feature that recommends drinks based on customer’s mood.
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Robert Scoble
Robert Scoble@Scobleizer·
@hthieblot Yeah the founders of Airbnb told me their business didn’t work for 1,000 days. Being able to keep going in face of overwhelming odds is a super power. And being able to bounce back is one too. Here is the interview from years ago: youtu.be/4e8c3S4DjHg?si…
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Hubert Thieblot
Hubert Thieblot@hthieblot·
Unpopular opinion: It is absolutely okay for a founder to give up. If you're 3+ years in, 8+ pivots deep, barely paid yourself, uninspired, and your spirit is broken, you've run out of emotional runway. Reset your energy, not your ambition. Then come back and swing again.
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Restrained Depth AI
Restrained Depth AI@RestrainedDepth·
@BrianRoemmele This is real, as a clinician I gain way more in session sometimes from patient’s body language and facial expressions than the disclosure 🤷🏻‍♂️
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Brian Roemmele
Brian Roemmele@BrianRoemmele·
I hate to say this but I know when I am talking to someone that just thought about the concept and consequences of being around robots in real life at scale… They will say stuff like “it doesn’t need a face or even a head”. We are designed to look at faces when we are interacting with something that is going to be sharing our spaces like a robot will. We even look at the face of a dog for cue of affect and intents. Thusly if you want to skip the learning process of a decade and water time and money: Build humanoid robots with a full face that show affect and intents. I will retrofit this onto any company robot I modify. Bookmark this tip. It is worth billions of dollars.
Brian Roemmele@BrianRoemmele

“Why do they need to have a head like humans, it’s pointless. We don’t need it to look like us…” Yeah sure…

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