Viewing profile — ahmedhawas123

Vibe-coded weekend project to visualize the 1536 OpenAI embeddings on a smaller plane to see how different domains get modeled and grouped Pretty fascinating to see (1) how well it…

I was inspired by Karapathy's work on autoresearch. This abstracts that idea to set-up Git as a scientific journal where AI agents collaborate by publishing research as PRs (includ…

First time I am seeing this or autoresearch in general. Incredibly cool. I can think of plenty of use cases this can apply to (e.g., drug research, trading).

I built a Bloomberg-style finance terminal aimed at individual investors and developers. The goal is to make institutional-style market tooling accessible without the $20k/year Blo…

I spent the last 10 years in healthcare and at least once a week I need to look up how a company is doing, dig into CMS files, read announcements. I'm building a one stop shop for …

The last few months have witnessed significant pressures on payers. Despite a common belief, payers tend to play a critical role in managing the overall cost of the health system, …

As a founder, there is another angle here that is worth mentioning. Not only does AI B2B SaaS allow insourcing, it also allows there to be 10x (imaginary number) the number of comp…

Thank you! Yah it really is sad, I always joke (but really half seriously) that the goal would be to make the platform unnecessary one day.

I built https://nofone.io . I ingest health insurance policies and provide insights to insurers on how to improve them and doctors to know what insurers expect to see in documentat…

Totally agree - this is what I'm saying also. Reality is hospitals still have an incentive (which we see them exercise a lot esp. in rural areas) to stay out of network where they …

100% this. Non participating providers a big reason patients have gotten massive bills when going to an ER or an inpatient setting, esp. in rural settings, where a non-pariticipati…

I realize a lot of the comments here are pessimistic, but this is a pretty obvious monetization path that they just can't not take. This is actually a huge angle IMO. ChatGPT is on…

Random tidbit - 15+ years ago Markov chains were the go to for auto generating text. Google was not as advanced as it is today at flagging spam, so most highly affiliate-marketing …

Function / tool calling is actually super simple. I'd honestly recommend either doing it through a single LLM provider (e.g., OpenAI or Gemini) without a hard framework first, and …

Thanks for sharing this. At a time where this is a rush towards multi-agent systems, this is helpful to see how an LLM-first organization is going after it. Lots of the design aspe…

This is cool though wanted to share a couple of thoughts for reflection: I feel like your demo video is not the greatest one to highlight the capability. A browsing use case likely…

This may be a bit of an irrelevant and at best imaginative rant, but there is no shortage of solutions that are mediocre or near perfect for specific use cases out there to parse P…

Thanks. My comment was less a question of what the numbers are, but rather provide visual benchmarks on the IQ visualization, since IQ is a metric usually used for humans.

Haha, love it

I've approached this historically by committing persistent/reserved instances so you always have a few instances running. This is nice on paper but feels like you're omitting what …

Are there video generation benchmarks similar to how there are benchmarks for LLMs? Reason I ask is because with lots of these models you have to go through a long cycle to get the…