Re-processing unchanged LLM prompt history can burn tokens fast. Snowflake Data Superhero Somen Swain breaks down how context caching in Snowflake Cortex AI helps lower repeated input-token costs:

re: rogue printed share price on the korean exchange 2 days ago since hynix is doing incredible volume on perps, i wonder if someone in higher ups of the korean exchange just print a trade just to move the index and profited off it

Re-posting the idea from the second half of this post a few months ago (This is very relevant to the options ideas from yesterday) Question: if we're making a synthetic stable, what should it really be stable WITH RESPECT TO? USD is actually far from the best choice. --- What do people who want stablecoins ultimately want? They want price stability. They have some future expenses in mind, and they want a guarantee that will be able to pay those expenses. But if crypto grows on top of USD-backed stablecoins, crypto is ultimately not truly decentralized. Furthermore, different people have different types of expenses. There has been lots of thinking about making an "ideal stablecoin" that is based on some decentralized global price index, but what if the real solution is to go a step further, and get rid of the concept of currency altogether? Here's the idea. You have price indices on all major categories of goods and services that people buy (treating physical goods/services in different regions as different categories), and prediction markets on each category. Each user (individual or business) has a local LLM that understands that user's expenses, and offers the user a personalized basket of prediction market shares, representing "N days of that user's expected future expenses". Now, we do not need fiat currency at all! People can hold stocks, ETH, or whatever else to grow wealth, and personalized prediction market shares when they want stability.

Re: High-NA Chips in Production. This means an alternate runpath to the POR multipatterning process. It's common to have competing integration flows for some modules. It allows the fabs to directly compare yield, cost, and cycle time for the new process. For memory, they may even allocate a portion of the WIP to the competing flow and sell it if it yields, although that's rare.