#llm

TL;DR — Edition 4 zeroesin on three tectonic shifts for AI founders: 1. Enterprise Agentics – agent frameworks such as Google’s new ADK, CrewAI and AutoGen are finally hardened for production, and AWS just shipped a…

Welcome to the second edition of Idea Frontier, where we explore paradigmshifting ideas at the nexus of STEM and business. In this issue, we dive into three frontiers: how AI agents are learning to smartly pick their…

The integration of multimodal capabilities into large language models (LLMs) represents a paradigm shift in artificial intelligence, fundamentally altering the trajectory of natural language processing (NLP). By…

Generative AI (GenAI) is set to fundamentally alter the landscape of data science, software development, and startups in 2025. There are 3 overarching themes that drive all these changes. 1. The Final Model multimodal…

My old friend Ryan Casey posed this question recently, and wrote up a nice theory with a proposed solution to the question which he calls Probabilistic Knowledge Synthesis (PKS). The purpose of my post here is to…

The contract between creators and distributors of digital content is broken. The Contract Since the dawn of the Internet, the basic contract between search engines and content creators has been this: 1. Search engines…

ChatGPT has revolutionized the field of data science within a very short time. As great as ChatGPT is, it's closedsource nature limits its usage by data scientists to prompt engineering. But a zoo of open source large…