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 →

LLM Safety Checklist: Avoiding the Hidden Traps in Large Language Models Applications

With the rush to adopt generative AI to stay competitive, many businesses are overlooking key Read More →

Beyond Metrics: A Hybrid Approach to LLM Performance Evaluation

Large Language Models (LLMs) present a unique challenge when it comes to performance evaluation. Unlike Read More →

Step-By-Step LLM Product Development For Business Leaders

Generated with Midjourney Enterprises in every industry and corner of the globe are rushing to Read More →

Prompt Engineering Hacks for ChatGPT & LLM Applications

Harnessing the full potential of AI requires mastering prompt engineering. This article provides essential strategies 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 →

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 →

Beyond ChatGPT: Open-Source Projects in Generative AI

In the realm of generative AI, open-source projects have emerged as powerful tools that democratize 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 →

Top 6 NLP Language Models Transforming AI In 2023

In the rapidly evolving field of artificial intelligence, natural language processing has become a focal 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 →

Overcoming The Limitations Of Large Language Models

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