15 Comments

Justin thanks for this detailed and comprehensive analysis!! Great work

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great piece Justin! loved the breadth of coverage.

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Pretty much a cursory analyss with no real new insights so here's a couple

1) you do not need a #LLM model to do #generativeai

2) a multistructured dynamic knowledge base with object/concept-first modelling approach that combines symbolic AI wit ML with attribute graph at edges and nodes to simplify data conceptualization and decision making is superior to #LLM #generativeai

Cheers.....Steve

AI startup advisor 'force multiplier'

https://www.forcemultipliersteveardire.com

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author

Hi Steve -- Yes not meant to be a technical paper whatsoever. Perhaps will do a more technical focused dive later - this is a landscape overview. Appreciate the color.

Best,

Justin

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Hi Justin, do all of these companies have a gen AI solution? Upon closer look, I was not able to find anything gen AI related and most companies would have AI offerings rather than gen AI.

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A little late to the party but appreciate the article nonetheless. Noticed that payers and government-sponsored programs aren't really mentioned. Would have loved some perspective there. Thanks.

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That's very good info. I just have one question, what is the source of the map of platforms you provided?

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Solid landscape overview Justin. Look forward to future conversation.

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I loved the article, with a lot of details and interesting insights! Thanks

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Solid work, thanks Justin!

Would have loved to see Earkick (https://earkick.com)on that map!

It's an AI-powered mental health platform with a multi-modal LLM companion that measures, tracks, communicates and helps improve mental health in real time.

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Thank you Justin, Jon and Ambar for taking the time to write this insightful article. I really appreciate the depth of research and the level of thoughtfulness that went into it. It gives us a lot to think about and clarity on paths forward. I would love to see this featured in Nature Medicine. The world needs more scientist CEOs and clinician-entrepreneurs building incredible companies.

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Very superficial analysis, not worth reading.

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This is awesome! Thanks. Have you checked out Compliant ChatGPT? They offer an API to use ChatGPT in a HIPAA Compliant way.

https://compliantchatgpt.com/

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Is there a reason why Freenome is in the "Personalized Medicine & Genomics" box, but GRAIL is not? GRAIL has virtually identical business model, similar technology, and a product on the market. Was it skipped due to Illumina acquisition (which has since been annulled by courts in US and EU)

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Guys--I like the piece but that big chart in the middle is a mess. Seems like half those sectors aren't really using AI and half are AI based. Not sure what is the difference between the "old" ones and the red boxes.

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