Looking at the last 10 years in db-engines, it’s clear that PostgreSQL is on the rise, while MySQL is stagnating, or even in slight decline. PostgreSQL is gaining popularity among both startups and large enterprises. In this article, we’ll take a look at different stats and signals that indicate that…

Key Takeaways: — Not surprisingly, GPT-4 is the lowest. — Open source LLama 2 70 is pretty competitive! — Google’s models are the lowest. Again, this is not surprising given that the #1 reason Bard is not usable is its high hallucination rate. Really cool that we are beginning to do these evaluations and capture them in leaderboards! Thanks in advance 💐

LLMs are simply glorified next word predictors. This is exceedingly obvious in this chat convo where GPT-4 blatantly lies and hallucinates when given a hard task. I uploaded a large PDF and asked to summarize it. …

The healthcare sector has been the slowest to adopt AI and has seen the most significant price increases, even as the population is aging. Large companies, especially big pharma and healthcare, are full of multiple layers and nay-sayers. …

There will be cambrian explosion of smaller LLMs give the AI executive order that regulates really large models. While these models won’t be as performant as the GPT-4 out of the box, there are different techniques that can be applied to fine-tune them and make them match big model performance…

Don't understand why companies like Open AI and Google won't open-source their last gen LLMs and models. Shouldn't Open AI open-source GPT-3.0 and Google, early versions of PaLM, at least for research purposes? They would get so much love and affection from the tech and open-source community. Meta (Facebook)’s reputation and image have improved DRAMATICALLY after they embraced the open-source revolution.

AI is still very early and we are yet to automate any function. We haven’t efficiently fully automated customer support, programming, planning or even driving. There is still a lot of engineering and science innovation left to do. Doomers claiming that AI is some sort of a existential threat are seriously overdoing it.... All they are doing is spreading fear, doubt and uncertainty and slowing down technological progress.

It’s just been a few months since Llama-2 has been open-sourced and already there are several labs doing some foundational research and enhancing our understanding our LLMs . Earlier today, Wes Gurnee and Max Tegmarg nautilus-time published an exceptionally intriguing paper. Fundamentally, they dive into how much LLMs really understand…

Open source language models (LLMs) have the potential to catch up to models like GPT-4V and Google's Gemini, but it requires a collaborative effort from the open source community. Here are a few ways open source LLMs can catch up: 1. Community contributions: Open source LLMs benefit from contributions from…