extraction
extraction on Beyond Market Intelligence: a running collection of 2 stories we have gathered and hand-picked because they are worth your time. Every post here touches on extraction in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around extraction, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
![ProgramAsWeights: compile English function descriptions into neural programs that run locally [R]](https://preview.redd.it/la7iukj3vjqh1.png?width=320&crop=smart&auto=webp&s=50c5bf5b2b8cccfb76d05dc3c253298776dca717)
ProgramAsWeights: compile English function descriptions into neural programs that run locally [R]
Explore a novel approach to AI-native spreadsheet functionality with ProgramAsWeights (PAW), an open-source research project from the University of Waterloo. PAW allows you to compile English function descriptions into reusable neural programs that run locally, even on a CPU. Simply describe the function, compile it, and then execute it repeatedly – separating the understanding of the function from its execution. This innovative architecture enables efficient, localized processing, as demonstrated by our results on the FuzzyBench dataset, where PAW achieves impressive accuracy.

Clean tech startup Fluxnium found a way to tap 50,000 years’ worth of nuclear fuel
Fluxnium presents a transformative solution for global energy needs: a method to sustainably extract uranium directly from seawater. Their innovative fiber technology effectively taps into a virtually limitless resource—estimated to contain 50,000 years’ worth of nuclear fuel, enough to power countless generations. This discovery addresses critical resource constraints and offers a future-focused pathway toward clean energy independence.