Viewing profile — mlepath

This is an awesome project! Thanks for taking time to document this. What's next on your plate? How do we follow you?

All companies that are doing something with the current iteration of "AI" are underwater. Sam Altman says that the pro tier of ChatGPT is losing money, Adobe is losing tons on fire…

In ML everything is a tradeoff. The article strongly suggests using dot product similarity and it's a great metric in some situations, but dot product similarity has some issues to…

Awesome project! I love the idea of not sending my data to a big company and trust their TOS. The effectiveness of coding assistant is directly proportional to context length and t…

The author appears to be confused about the difference between research and production. In research more generic approaches typically win because they get resourced much better (pl…

> This reinforce the idea that there is no real strategic advantage in owning a model For these models probably no. But for proprietary things that are mission critical and purpose…

Wait, I thought every pornsite already had age verification, that modal that pops up and says "are you sure you are over 18?"

As ML practitioner I am not a big fan of the concept of singularity and wholly agree that IF it happens it will be more like sunrise than a light switch, but... I think thinking ab…

I worked at Meta, I am not sure the hiring was ever "diverse". DEI always seemed like an activity they did for show. This changes nothing honestly.

Great work! Do you see any artifacts from having trained on synthetic data? Is there a natural benchmark dataset (real tables in the wild)? In my experience synthetic data can only…

This is really awesome. Tested it on both Nvidia and Mac GPUs. Interested to know how debugging in a real application would work since WASM is pretty hard to debug and GPU code is …

The process-centric taxonomy in this paper is one of the most structured frameworks I’ve seen for anomaly detection methods. It breaks down approaches into distance-based, density-…

The first rule of programming with LLMs is don't use them for anything you don't know how to do. If you can look at the solution and immediately know what's wrong with it, they are…

At University I once talked to a former Soviet professor about publications and he mentioned how they proliferated. It was uncommon to have a lot of publications until recently and…

I have had a somewhat similar journey but 14 years instead of 25 and I always wonder how it would be different today. We were lucky enough to grow up with the industry and progress…

This is a great application of various domains of ML. This reminds me of Vesuvius Challenge. This kid of thing is accessible to beginners too since the data by definition are prett…

Hello, fellow Metamate ;)

I have worked with Jetson Orin platform, and honestly Nvidia has something that is really easy to work with there. The Jetsons are basically a full GPU (plus some stuff) at very lo…

Yea, people have a really hard time dealing with data leakage especially on data sets as large as LLMs need. Basically if something appeared online or was transmitted over the wire…

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Naive question, do people no longer respect robots.txt?