The crystalline structures in this bottle are the result of a new process for separating rare earth elements. These materials are essential for technologies from electronics to energy systems, and new separation methods could make the process more efficient.

Agentic commerce is a mirage (part 3) "Walmart’s quarterly earnings crystallize the distinction at the heart of this series. Shopping agents may only be viable, for a number of reasons, when they are controlled by retailers and integrated into their commerce stacks. Agentic commerce is not disappearing, and, in fact, it has already demonstrated material commercial traction; it is simply being activated and absorbed by the retail platforms whose catalogs, customer data, recommendation systems, advertising businesses, and fulfillment infrastructure make it useful, rather than by independent agents."

BoE’s Breeden: Increasingly Likely BoE Will Need To Respond If Risks Crystallise - Balance Of Risks Has Shifted - Path To Lower Energy Prices ‘Not Obvious’ - Indirect Pass Through Of Energy Price Rises Has So Far Been Limited, Suggesting Slack In Economy

Jev showing that some decent fraction of what we r currently calling llm inference was never fundamentally a language gen workload at all. U cud have said was always obvious and that at mature workload production llms wud written lots of deterministic soft already and handed off, but this crystallizes that at ai speed. Basically we moving past first gen agent architecture fast.