An AI diary

This page serves as a collection of most relevant ideas and technical advancements I have been exposed to.

Ideas

From Software Exploits to Tax Loopholes

Even more interesting are the broader implications. The same searching, pattern-matching and reasoning capabilities that make these models so good at analyzing software almost certainly apply to similar systems. The tax code isn’t computer code, but it’s a series of algorithms with inputs and outputs. It has vulnerabilities; we call them tax loopholes. It has exploits; we call them tax avoidance strategies. And it has black hat hackers: attorneys and accountants.

Just as these models are finding hundreds of vulnerabilities in complex software systems, we should expect them to be equally effective at finding many new and undiscovered tax loopholes.

Bias

LLMs are trained on human produced content, which is biased (cultural, ideological, political, racial, etc.). China, India, and every other country in the world has to train its own AI models not just to not be economically dependent on the West, but also to avoid being exposed to Western biases daily and, potentially, being manipulated by them. Conversely, what happens if a Chinese biased model is offered for free and consumed by the West?

Access to the less educated

A plugin for ChatGPT corrects text with any kind of mistakes in it. It could allow to type faster but on the other hand it could open opportunities to people with very low education.

Technical

Deterministic LLM Inference

It is possible to have deterministic inference.

Wow moments

Wishlist