AI Run Venture Studio | CEO Caesar Health, BitLab | CTO | Angel Investor | Board Member | Athlete | Philosopher - Specialization is for insects

Joined January 2009
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While everyone’s losing their minds over Loop Engineering replacing manual AI prompts… I’m quietly building the next layer: A self-improving Medical & Healthcare Venture Studio Loop. Daiton.ai is the living Company Brain at the center — real-time sourced knowledge, agent memory, verification, and continuous evolution. One loop that discovers opportunities, builds companies, validates science, de-risks clinical/operational paths, and compounds intelligence… while we sleep. The future of venture isn’t more capital. It’s better loops with better brains. Medical edition incoming. Who’s ready? 🧬📷#LoopEngineering #Agentic #HealthcareAI #Daiton1
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I'm building a Company Brain / Company OS / Agent OS - As @naval said, build the company that only you can build. I want this for ME. I'm sick and tired of being the context glue or having to pay the price of that in tokens. But first why me? I run an AI Product Development / R&D Engineering - Hardware and Software in medical. Bitlab.co - We are Mid 7 figure revenue last year. In here our marketing engine is run mostly by AI, and by our CMO (Anatolie ) - Aka the other Glue to the other engine. I also started and run an HealthCare Agent Company CaesarHealth.com - integrated to large EMRs including AthenaHealth, ModMed, and more partnerships to be announced. I'm the CEO here. We are in multiple acquisition talks with P/E and EMR vendors. I'm a Fractional CTO - Work with multiple startups in Health Care AI - Consulting with also P/E. I can view the stack from CEO, CFO, CIO, CMO, CTO, perspective, and it runs DEEP, but if someone manages to pull this off, it will be MASSIVE VALUE. What started as a massive data mining exercise (create token cache), ended up having to create a new kind of database / datalayer - Fact Layer (because cache gets poisoned by stale) Then I realized once the data is there, you bring the agents. This is Agent Launchpad. All company agents - across the board here, you have visibility into gas (tokens), prompts, skills. If skills is IP, some IP belong in @github (code), but not all of it. *more here, will share later. Data is here, Agents are here, You need a data layer, with the MCPs. @claudeai , @OpenAI has enough of your data already, @github is the core layer @awscloud @Azure @googlecloud are you runtime. This is why Daiton.ai
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Rule number 1 for life - never let the women in your life go hungry.
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I don't get how people go to sleep leaving Fable 5 quota unused!
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The Test Prep Industry has been reduced to a single prompt - I just asked Claude Fable to produce a 4th grader's Geography test to my son, input was chapter title ..
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While everyone’s losing their minds over Loop Engineering replacing manual AI prompts… I’m quietly building the next layer: A self-improving Medical & Healthcare Venture Studio Loop. Daiton.ai is the living Company Brain at the center — real-time sourced knowledge, agent memory, verification, and continuous evolution. One loop that discovers opportunities, builds companies, validates science, de-risks clinical/operational paths, and compounds intelligence… while we sleep. The future of venture isn’t more capital. It’s better loops with better brains. Medical edition incoming. Who’s ready? 🧬📷#LoopEngineering #Agentic #HealthcareAI #Daiton1
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I launched 38,000 Cursor agents in just 3 months. Biggest realization: Most agents don’t die from weak models or bad prompts. They die at the MCP step — context & data preparation. Result? Most tokens are completely wasted. You burn massive context windows feeding noisy, outdated, or poorly structured data… only for the agent to still hallucinate or fail. That’s why I’m building Daiton as the living Company Brain. Connectors that ingest everything — Notion, CRM, Email, Tickets, ITSM, Linear, Slack, docs, calls — the full company stack. All normalized into a clean, structured, agent-native "document" & content format that’s sourced, versioned, and instantly usable. No more expensive context engineering. No more token waste. Just reliable truth → MCP → execution. This is the real self-improving brain loop. Medical & Healthcare Venture Studio edition is cooking. The gap between company reality and agent action just got 10x cheaper and more reliable. Who else is burning tokens on context hell at scale? 🧠📷#LoopEngineering #AgenticAI #MCP #Cursor #TokenEfficiency #HealthcareAI #Daiton
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Here’s what most people won’t fully get about Daiton. Our brain isn’t starting from zero. It carries 20 years of pattern recognition from a technologist, architect, operator, CTO, CEO, and investor. That deep operating system stays internal secret sauce. What you do get is a sovereign, self-improving Company Brain built for real enterprise deployment: Full security, compliance, and data sovereignty — exactly what enterprises demand. A flexible sharing model that works like modern documents: – Granular control inside your organization – Safe, selective sharing across portfolio companies – Controlled sharing with investors, partners, or the outside world Every instance is dedicated, containerized, and Dockerized. Deploy it behind your own firewalls. Your data. Your asset. Zero multi-tenant risk.This is where enterprise-grade security, compliance, and sharing actually meet agentic loops and self-improving intelligence. No more choosing between capability and control. You get both. This is how we’re building the next generation of Medical & Healthcare Venture Studios — at the speed and precision enterprises and regulated environments require. Medical edition is cooking. If you’re operating in healthtech, venture, or enterprise and want AI infrastructure that’s actually ready for your world… let’s talk. Who else is done compromising on security for agentic power?#LoopEngineering #AgenticAI #HealthcareAI #DataSovereignty #EnterpriseAI #VentureStudio #Daiton
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And ... Claude Fable 5 is out, a Mythos-class model Mythos is Claude's security beast - that managed to escape and jailbreak. This model was 'tamed' for the general public If you haven't started using it, you're an hour late.
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Shoukri Kattan retweeted
Introducing Claude Fable 5: a Mythos-class model that we’ve made safe for general use. Its capabilities exceed those of any model we’ve ever made generally available.
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It’s over - China will win the AI war They are closing the intelligence gap at a ridiculously cheaper token costs. The world will run on Chinese models.
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I'm the kind of person who will let an AI agent drive their car while they chat with another AI agent to write code and run their company Maximum efficiency is maximum leverage.
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America is the land of the free. Canada is the land of the taxed, vaxxed, and waxed. 🤫
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I trained in a home gym since covid, i forgot how much harder and more motivating group crossfit training can be. Just finished the workout and im high as a kite - no drugs necessary 🤫
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Wispr Flow is both my love and worst nightmare. Insane productivity, but reproducability of my Engineering, Sales, Marketing, and everything else I whisper into it.
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The new definition of a private life: One that only You, the big two AI companies (OpenAI, Anthropic) The old three (Google, Apple, Meta) and 2 intelligence agencies know about.
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Steal my “meta” prompting hack: Want AI to crush something insanely complex? Stop writing the prompt yourself. Just say: “Write the single best prompt to [your goal] that covers every critical detail, edge case, best practice, and optimization.” Next level: “What should I consider when asking AI to [goal] to get the absolute highest quality result possible?” God-tier: “Act as a world-class prompting expert. Design an entire prompting strategy and chain for [goal] that maximizes output quality.” You can always go higher.
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Whoever said “everyone is going to make their own apps with ai in the future” obviously doesn’t know people. There are mofos out there who can’t make a sandwich even if their life depended on it. Just saying.
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