Our journey, of @marrow_med and DailyRounds. Long slog hours, a core team that stood against the wind, some luck, some tears, a lot of fun, drama (including a few court room ones). It was never easy - and was not meant to easy anyway. As we say if not us, then who. Glad to be positvely influenceing practice of Medicine in India. @priyaank @NimmiCherian @vineetbagri

Day 7 - Agents and agentic work flow - but once you embrace it life becomes a series of orchestration (builder life, not real life).

Day 6 - Context burden. Models, the main have increasing memory about you. So makes assumptions and lives with the same bias you already have. once the model suggested that I don't invest in high risk funds as I already ran a startup.

Day 6 - Chain of though prompting, complex instructions, "this is very important - do not make mistake " kind of promopts actually back fire now. Newer models have more reasoning. They are not just pattern completer

Day 5 - Context window and context decay are something developers need to worry about. In medicine it’s unlikely you will hit it, but still it’s better to be aware and open new chats when needed

Day 4 - models are general-purpose…… To make one behave like a specific product, you constrain it. Every rule is a tradeoff: more rules = more predictable but more brittle and more tokens. This is the actual craft of building AI products.. so we go back to the cost benefit play .

Day 3 - Technical jargons - prompt, toke, context window, context decay - AI use cases are full of these keywords. It’s very important that we deeply understand them. I used to dismiss them with superficial know - how. As someone who used to hate jargons and buzzwords I am learning to like them again (and understand them)

Day 2- When code and design become easy with AI - then your tastes become important. Same logic for everything you do with AI. Example - a slide deck. All decks will look clean and manicured. But your taste will stand out. In that way, I consider myself as the CTO (Chief Taste officer) for my new startup

90 day project. Day 1 - Think about this - ChatGPT and Claude will try to impress you. The model want to impress as they your business. They are more likely to over explain, give more solutions than needed, and generally complicate to get your attention. Be mind full of this and prompt against it.

what an achievement. 275 x 2 lives and families. I have celebrated for an app button launch 😂 . Humbling. And very cool! Congratulations

Kids use all shortcuts. Marrow/prep/btr/short videos /osmosis/chatGPT/Gemini (AI will be big)/uptodate. Dn't bother reading journals - jump into @openevidence & read only if needed. Big books with small fonts are a pain and old. Be efficient and if you have time left - fight against the increase of MBBS seats in India. That will give you a better life. No fat books with small fonts.

When are they adding GLP-1 analogues in tap water (like they add fluoride in tap water or iodine in salt) ?