ChatGPT+2: Revising initial AI safety and superintelligence assumptions
It was initially assumed that regulation is necessary for major models as a way to make [most of] AI safe. In the two years since ChatGPT, that has turned out to be inacc...
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Computing distant connections in financial knowledge graphs
Let us take a knowledge graph, or more generally any directed graph, and represent it as a matrix (see below). In matrix form we can see: Finance examples Users of financ...
How to improve the performance of a RAG model
Optimize Retrieval-Augmented Generation (RAG) models by enhancing vectorization, utilizing multiple data sources, and choosing the right language model for improved perfo...
How to utilize AI for improved data cleaning
You spend most of your workweek preparing and cleaning datasets. What if you could cut that time in half? With AI, you could streamline your workflows while improving acc...
OpenAI and Anthropic: Hopes for AI alignment and safety should not be centralized
For all the negative reasons that AI was in the news in the last year, regarding harms and misuses, what did Anthropic or OpenAI offer, as broad solutions? One may conten...
The rationale for open data stewardship in an AI age
Image by Gerd Altmann from Pixabay The considerable advantage of the internet and the web is that together they boosted the global economy dramatically. By 2020, internet...
30 Features that Dramatically Improve LLM Performance – Part 2
In this article, I explore 10 additional features that have a big impact on LLM/RAG performance, in particular on speed, latency, results relevancy (minimizing hallucinat...
Help a friendly, influential executive build a foundation for a data empire on a budget
Image by This_is_Engineering from Pixabay Are you friends with a big-company executive who has clout? Maybe they manage a big AI program, or they head up a line of busine...