Daemonic AI
The Next Architectural Layer Beyond Agentic AI OpenClaw and its variants have taken the world by storm. In this article I argue that they represent a new architectural layer beyond what has come to be known as “AI…
#generative-ai
Posts tagged generative-ai.
Idea Frontier #4: Enterprise Agentics, DaaS, Self-Improving LLMs
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…
Idea Frontier #2: Dynamic Tool Selection, Memory Engineering, and Planetary Computation
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 Transformative Impact of Multimodal LLMs
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…
GenAI in 2025: Existential Threats and Career-Defining Opportunities
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…
Can LLMs Synthesize New Knowledge?
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…
How AI Can Disrupt Social Media and End Addiction
Social media is the new nicotine. The Surgeon General already declared as much for youth in May, and as of yesterday is being urged by 42 state attorneys general to do so for adults as well. I see it's toxic effect…
Climate Tech Is About To Get Desperate
The new reality is that the next wave of climate tech investments will be bold, outlandish, desperate, and probably dangerous. In 2022 the world had a viable path towards solving climate change. The recipe was simple…
AI Search Will Break the Internet
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…
Where are all the generative AI job postings?
The data science blogging community has been fascinated with generative AI over the last few months, proven by the fact that a peak of almost 14% of all data science articles mentioned ChatGPT in midApril 2023. That's…