What Do Large Language Models “Understand”?
A deep dive on the meaning of understanding and how it applies to LLMs
What does a large language models “understand” about the text it reads? I wrote a detailed breakdown a while back, trying to take a nuanced view on AI and the concept of understanding.
towardsdatascience.com/what-do-larg...
02.12.2024 11:54 — 👍 1 🔁 1 💬 0 📌 0
AI Math: The Bias-Variance Trade-off in Deep Learning
A visual tour from classical statistics to the nuances of deep learning
I wrote a pretty long article going through the math of the bias-variance trade-off in deep learning.
I use a lot of visualisations to build visual intuition for the equations.
Still, I'm surprised at how many people have been interested in reading it.
towardsdatascience.com/ai-math-the-...
02.12.2024 00:17 — 👍 1 🔁 0 💬 0 📌 0
A topology of all 2x2 games based on the position of the best scoring option for each player.
For those who can understand it, this diagram encapsulates so many of the world's problems. It's been a long time since I studied Game Theory but this diagram of 2x2 games really struck a chord with me.
So much of life is being forced to play games that have been decided for us.
28.11.2024 04:21 — 👍 1 🔁 0 💬 0 📌 0
