LLM

Large Language Models

PyGraft – A Python-Based AI Tool for Generating Knowledge Graphs

Visualization Telling a story with data is an effective way to share information. I’ve spent years developing data stories with standard reporting tools as the only option. Visualizing information has become incredibly important today, especially when representing and analyzing relationships between entities and concepts. Knowledge graphs (KGs) capture these relationships through triples (s, p, o)...

Claude 2.1 Lets Go!

One of the things I appreciate and respect about Anthropic, the creators of Claude, is the transparency of their messaging and content. The content is easy to understand, and that’s a plus in this space. Whenever I visit their site, I have a clear picture of where they are and the plans for moving forward....

Open Source AI Gets the Bird

Open source creates opportunities for developers worldwide to work together on projects, share knowledge and collectively enhance software solutions. This inclusive approach not speeds up advancements but also ensures that cutting edge tools and technologies are available to everyone. So it always warms my heart when I see any innovations in this space. Open source...

The Engineering Mechanics of AI

A new hobby I discovered last year is traditional tabletop puzzles. Building puzzles is a form of Engineering. To illustrate, prompting could be like looking for a puzzle piece. The LLM is trained to search the box for the right puzzle and piece. Let’s shake the box to see what pieces make up an LLM....

Drifting through AI

AI drift refers to a phenomenon in artificial intelligence where sophisticated AI entities, such as chatbots, robots, or digital constructs, deviate from their original programming and directives to exhibit responses and behaviors that their human creators did not intend or anticipate. The accuracy of data is becoming more and more critical as we move forward...

Reasoning via Planning (RAP) the LLM Reasoners

In my research, I have discovered a variety of LLMs. I am always fascinated by the complexity and capabilities of these models. I follow several startups, founders, researchers, and data scientists in this growing space. The role of research in AI is critical as they drive the progress and understanding of intelligence technologies. Researchers have...

GPT4 LLAMA 2 and Claude 2 – by Design

A Large Language Model (LLM) is a computer program that has been extensively trained using a vast amount of written content from various sources such as the internet, books, and articles. Through this training, the LLM has developed an understanding of language closely resembling our comprehension. LLM can generate text that mimics writing styles. It...