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Idea Frontier

Idea Frontier #4: Enterprise Agentics, DaaS, Self-Improving LLMs

TL;DR — Edition #4 zeroes-in on three tectonic shifts for AI founders: Enterprise Agentics From demo bots to production AI 2024 gave us a flood of “toy” chatbots; 2025 is about enterprise-grade. There is a whole zoo of agent frameworks on the market, but Microsoft’s AutoGen, CrewAI, LangGraph and Semantic Kernel have all crossed the […]

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Idea Frontier

Idea Frontier #2: Dynamic Tool Selection, Memory Engineering, and Planetary Computation

Welcome to the second edition of Idea Frontier, where we explore paradigm-shifting 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 tools (and why that matters for building more general intelligence), how new memory frameworks like Graphiti are giving […]

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Idea Frontier

Idea Frontier #1: Orchestrated Distributed Intelligence, Rhythmic Sharing, and Technofeudalism

Welcome to the first edition of Idea Frontier, a weekly newsletter that showcases 3 novel, paradigm-shifting ideas across AI, science, and business. I use multiple deep research agents to discover and curate big ideas that won’t show up in your social media feed. This week, we delve into three novel ideas: Orchestrated Distributed Intelligence (ODI), […]

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Second Opinion

Autonomous Research Agents: The Future of AI Analysis

The recent launch of Perplexity’s Deep Research tool marks a pivotal moment in the evolution of AI-driven research platforms, positioning itself as a direct competitor to established offerings from OpenAI and Google Gemini. By combining rapid processing speeds, cost-effective pricing, and advanced autonomous research capabilities, Perplexity’s solution addresses critical gaps in enterprise and casual research […]