AI on Felix's World

Reflections on AI in Production

Thu, 28 Mar 2024 00:00:00 +0000

Yesterday, I had the opportunity to attend a meetup at GetYourGuide’s offices in Berlin, focusing on the practical application of Artificial Intelligence (AI) in the business environment. The theme was particularly centered around the recent developments in Large Language Models (LLMs) and Retrieval Augmented Generation (RAG), which piqued my interest due to my professional background and personal curiosities in similar technologies.

About the talks

The meetup featured three distinct talks, each shedding light on different facets of AI in production:

LLMs without the hype

Mon, 29 Jan 2024 00:00:00 +0000

Explore my journey in leveraging Large Language Models (LLMs) for software development, as I demystify LLMs and share practical insights on building and maintaining LLM-backed applications. Learn how to apply these powerful tools effectively in your projects.

The Interplay of Language Priming and Prompting in Large Language Models

Thu, 28 Dec 2023 00:00:00 +0000

Recently, I was listening to a podcast about priming and how language can subconsciously prime us to respond in a certain way or let us believe things to be true that are not. That inspired me to consider the similarities between LLMs and prompting because context matters. Slight changes in words can change the result tremendously.

Introduction

The phenomenon of language priming in human communication and prompting in large language models (LLMs) like ChatGPT presents a fascinating parallel. Both concepts influence responses in distinct contexts: priming in human cognition and prompting in artificial intelligence.