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Introduction: Why FineTune Pretrained Models? In the realm of Natural Language Processing (NLP), Large Language Models (LLMs) like GPT3, BERT, and LLaMA have revolutionized the way machines understand and generate human…
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…
How machines learn to speak our language one token at a time. Imagine you're trying to learn a new language say, Japanese. On your first day, you’re handed a paragraph in kanji. No spaces. No familiar letters. Just…
Welcome to the third edition of Idea Frontier, where we explore paradigmshifting ideas in STEM and business. In this issue, we examine three frontiers at the cutting edge of science and innovation: a breakthrough in…
Images generated from the Diffusion Transformer (DiT) from [1] Diffusion models have become the dominant method of image generation in the last few years. But what are they? And how do they work? In this article, I will…
? “What if your voice assistant could truly understand and converse, not just respond?” In the summer of 2023, I yelled at my computer: “Play my favorite song!” Instead, it read my calendar out loud. Frustrating, right?…
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 idea of an AI companion—always available, endlessly attentive, and shockingly helpful—has captured our collective imagination. From OpenAI CEO Sam Altman’s reported effort to build a startup inspired by the movie…
In today’s fastmoving data world, teams need tools that help them build clean, easytounderstand workflows. That’s where Hamilton comes in. It’s an opensource Python framework that makes data pipelines easier to write,…
Welcome to the first edition of Idea Frontier, a weekly newsletter that showcases 3 novel, paradigmshifting ideas across AI, science, and business. I use multiple deep research agents to discover and curate big ideas…
