Anoop Mehendale

health tech, data and enterprise AI entrepreneur with exits; healthcare exec experience across payer, provider, pharma

[Anoop Mehendale @aprateem]

Several years ago I was responsible for optimizing strategic spend (mainly tech) budget of ~$400M annually at a major enterprise. Most of the that money was spoken for to "keep the lights on" and maintaining systems that should not break. As I thought about the push to embed FDEs, it made me wonder what is missing to unlock the larger part of enterprise budgets, especially in businesses where reliability matters a lot. I think there is a need for a design surface that allows AI players to unlock this bigger prize. Here is my exploration into this 👇

[Anoop Mehendale @aprateem]

@azzz4799 @rememberlenny I am doing work in this space. Let’s connect and collaborate. We have a bunch of AI solutions for the trades and need to translate them to the hardware layer next.

[Anoop Mehendale @aprateem]

@signulll I have been post AGI pilled for a long time … many would say too early

[Anoop Mehendale @aprateem]

@signulll Can you offer tours for others to come watch you work. I can pay to do it!

[Anoop Mehendale @aprateem]

@doodlestein @MilovPatel Can you do dog wash/care?

[Anoop Mehendale @aprateem]

@ALTIC_DEV Can it work well with a 8 gig Mac?

[Anoop Mehendale @aprateem]

@evisdrenova Luck is the biggest part for each roll of the dice but hopefully over multiple rounds it works out.

[MTS @MTSlive]

SITUATION EXPLAINED: Does Mythos actually represent a step change in cybersecurity risk?

We asked @ZackKorman, co-founder of Embroidery

"Maybe Mythos is better at finding and chaining together vulnerabilities for an amateur. But if you're good at what you do, you can probably just use GLM 5.2. I found it to be extraordinarily capable at cyber capabilities."

"A lot of the really scary benchmarking for Mythos is like, 'Here is a code base, do whatever you'd like, spend 48 hours, crack it.' On those benchmarks, Mythos definitely has a commanding lead on Opus 4.8. It's better than 5.5, but only by small amounts at the end of the process. It's not a crazy step change."

"When you sit with a model and say, 'I have a rough idea of where I'm trying to pen test,' and you guide it step by step, that's where the sub-frontier models perform closer to comparably."

"The quantifiable difference between these models, if you think that one is gonna end the world but the other one is safe, like you're just making stuff up. They're not far enough apart to where you need to make one of them a war crime and the other one can be freely available tomorrow."

[Anoop Mehendale @aprateem]

@ALTIC_DEV Tomorrow is pretty flexible. If not, we can try Friday morning evening after 5:30

[Anoop Mehendale @aprateem]

@ALTIC_DEV how are you preparing for when Apple makes this available from their side? Are you planning’s to be bought out?

[Anoop Mehendale @aprateem]

@karpathy @leogau @kuroke01 @gallabytes Would love it if you can have a thick skin on this type of mob behavior and continue to post freely here. I’m not getting any offers from Anthropic to be on your slack :)

[Anoop Mehendale @aprateem]

@JayaGup10 Not very subtle for people on X

[Anoop Mehendale @aprateem]

@8teAPi Don’t understand the connection between how Tag gathers organizational context with the ontology idea from Palantir. My understanding was that ontology is about understanding the data model of systems. Can you pls explain more?

[Anoop Mehendale @aprateem]

@signulll Be the destroyer!

[Anoop Mehendale @aprateem]

@signulll The creation part happens automatically once the obsolete work is destroyed

[Anoop Mehendale @aprateem]

@scottastevenson It should be

[Anoop Mehendale @aprateem]

Great write up! Even as founders one feels like “investing in AI, and building in it, starts to look less like underwriting a software company and more like running a trading book. You are long some curves, short others, and exposed to correlations that can break exactly when they matter most. “

[Anoop Mehendale @aprateem]

@ALTIC_DEV Are you in Sf? Would love to stop by this week while I’m here, if you have a few mins.

[Anoop Mehendale @aprateem]

@tbpn @btaylor Brett gets it. No human can compete with reasoning voice agents that are tool enabled. We basically already have it but it needs to be optimized and spread more widely.

[Anoop Mehendale @aprateem]

@signulll This is way of the future. I’ve always wanted all my communication and logins to be unified. Claude and Codex make it happen. I think this will be the surface of choice. Once it is, the device, apps and subs will all be subsumed.

[Anoop Mehendale @aprateem]

@sdhilip Does it have an iPhone option?