Beyond the Hype: Practical Challenges in GenAI Development

LLMs are the talk of the town going on for for the past 3-4 years with stocks of anything related to AI skyrocketing and more and more startups using AI to build something that will change the world. Now, while the aim and ideas floating around seem optimistic with POCs supporting the optimism, the reality of current GenAI powered apps are not revolutionary and are rather thin layers over LLMs. Here are the reasons why I think that is the case - ...

February 1, 2025 · 16 min