Mukund Iyengar @mukundiyngr
building @jori_health | AI in precision oncology| Founder istem@Stevens | PhD in Computer Science | DeSci, Web3, FHE, IPFS | Professor @followStevens jori.health NYC Joined December 2021-
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Half of your followers are these. Operated from bot farms in Russia & China. p.s. i know for sure half of mine of real because a) i follow them, and b) they have a linkedin profile. I can't believe i actually endorsed LI on here but such are the times 😂…
Herd mentality everywhere is a serious disease
💡A villager once marveled at a light-bulb while entire cities were already run by electricity. Few outside of core-tech realize what's possible now. Most folks still confuse AI with the chat-botty stuff they see everyday. When they finally get to see what an agent does,…
You can't outwork someone who learns faster than you. Folks who learn fast have the ultimate moat.
Agents in oncology win when they tie every task to survival, accrual, or patient peace. If a pilot can’t prove one of those three, kill it.
Some CIOs think "single patient view" means stitching EMR + genomics. Wrong. If agents don’t see imaging, trials, and real-world outcomes, you didn’t harmonize data. You built another silo with a prettier UI.
Apps are dead on arrival because nobody in community oncology has the time or budget to buy or use them. Yeah, read that again! We've been spending a lot of time at community centers. If you didn't know already, they serve more than 80% of all cancer patients in the US.…
Agents should only get paid if they deliver outcomes. You win when those outcomes are survival, accrual, or patient peace.
Over-securing PHI looks like success to "leaders" of a health org. On the floor, it looks like clinicians bypassing systems with sticky notes.
You don’t have less time. You’re just anxious about outcomes and not doing much of anything most of the time.
Semantic searching is where everything in health-tech falls apart. We're releasing our notes, sharing on here for topic requests. Think of it this way. Say you are doing a deep research about someone online, finding facts & unearthing stuff about them. Once you read a bunch,…
👻 🧬 𝐂𝐚𝐬𝐞 𝐨𝐟 𝐭𝐡𝐞 𝐖𝐞𝐞𝐤: 𝐀 𝐠𝐡𝐨𝐬𝐭 𝐢𝐧 𝐭𝐡𝐞 𝐠𝐞𝐧𝐨𝐦𝐞. Young patient with metastatic colorectal cancer & a novel ALK fusion (never seen before). Now what? This is the kind of case that doesn’t fit any playbook. Uncommon biology, high stakes, and a chance…
Hey @X I’d love to see tweets of people & topics I actually follow. Seriously is this what we want to do all day on here? Also the pinnacle of this mindless rat race is to become so polarizing that you get cancelled?
Someone recommended this book to us & we found this one image that summarizes the ENTIRE book 🤣 Folks ask us why we want to build & publish oncology agents for all @Jori_health? Because you can't read a book & get to work. This domain is moving SO quickly that literally…

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