Building AI Products With A Holistic Mental Model

Note: This article is the first in a series called “Dissecting AI applications”, which introduces Read More →

Mastering ChatGPT: Effective Summarization With LLMs

Summarization agents imagined by the AI image generation tool Dall-E. Are you part of the Read More →

What ChatGPT Knows about You: OpenAI’s Journey Towards Data Privacy

After all the concerns raised by ChatGPT’s data outage on the past 20th of March, Read More →

Creating An Information Edge With Conversational Access To Data

Figure 1: Representation of the Text2SQL flow As our world is getting more global and Read More →

Can ChatGPT Compete with Domain-Specific Sentiment Analysis Machine Learning Models?

ChatGPT is a GPT (Generative Pre-trained Transformer) machine learning (ML) tool that has surprised the world. Its Read More →

All Languages Are NOT Created (Tokenized) Equal

This article was originally published on the author’s blog and re-published to TOPBOTS with permission from the author. Read More →

Four LLM Trends Since ChatGPT And Their Implications For AI Builders

In October 2022, I published an article on LLM selection for specific NLP use cases , such Read More →

Exploring Creativity in Large Language Models: From GPT-2 to GPT-4

Creativity as envisioned by Midjourney. Generated by the author This article was originally published on the Read More →

Does AI Have Political Opinions?

This article was originally published on the author’s blog and re-published to TOPBOTS with permission from Read More →

The Evolution Of Science: From Descartes To Generative AI

Image generated by ArtMyko using Midjourney The belief that science means observable and repeatable experiments, Read More →

Part 3. AI — A New Approach to Research, Innovation and Entrepreneurship

Credit: [1] “…it is the scale of physics where life emerges, but that life itself is Read More →

Overcoming The Limitations Of Large Language Models

How popular LLMs score along human cognitive skills (source: semantic embedding analysis of ca. 400k Read More →

Part 2. Generative AI: It Could Redefine “The Theory of Knowledge”

Credit: DALL-E 2 “The contemplation in natural science of a wider domain than the actual Read More →

Part 1. Generative AI: Every Problem is an Information Problem

Image from “But the overall pattern is clear: in case after case, when a Read More →

Choosing The Right Language Model For Your NLP Use Case

Large Language Models (LLMs) are Deep Learning models trained to produce text. With this impressive Read More →

Introduction to Diffusion Models for Machine Learning

This article was originally published on AssemblyAI and re-published to TOPBOTS with permission from the Read More →

DALL·E 2, Explained: The Promise And Limitations Of A Revolutionary AI

DALL·E 2 is the newest AI model by OpenAI. If you’ve seen some of its Read More →