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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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AI and Society Second Opinion

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 respond to Ryan’s theory and offer my own perspective on the question of whether LLMs can synthesize new […]