O'Reilly on Data

MARCH 23, 2023

What is it, how does it work, what can it do, and what are the risks of using it? Maybe it’s surprising that ChatGPT can write software, maybe it isn’t; we’ve had over a year to get used to GitHub Copilot, which was based on an earlier version of GPT. The GPT-series LLMs are also called “foundation models.”

IT 262

IT Modeling Testing Risk 262

O'Reilly on Data

NOVEMBER 28, 2023

In enterprises, we’ve seen everything from wholesale adoption to policies that severely restrict or even forbid the use of generative AI. Our survey focused on how companies use generative AI, what bottlenecks they see in adoption, and what skills gaps need to be addressed. Generative AI has been the biggest technology story of 2023.

Enterprise 271

Enterprise Modeling Testing Reporting 271

O'Reilly on Data

JUNE 7, 2022

Gato is a model that can solve multiple unrelated problems: it can play a large number of different games, label images, chat, operate a robot, and more. An AI can’t choose what it wants to learn, neither can it say “I don’t want to play Go, I’d rather play Chess.” Consciousness and intelligence seem to require some sort of agency.

Modeling 363

Modeling Interactive Optimization Deep Learning 363

Domino Data Lab

SEPTEMBER 9, 2019

This article provides a brief introduction to natural language using spaCy and related libraries in Python. This article and paired Domino project provide a brief introduction to working with natural language (sometimes called “text analytics”) in Python using spaCy and related libraries. Getting Started.

Deep Learning 110

Deep Learning Machine Learning Data Science Visualization 110