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Alation bags $123M at a $1.7B valuation for its data-cataloging software

TechCrunch

There’s been an explosion of enterprise data in recent years, accelerated by pandemic-spurred digital transformations. more data by year-end 2022 than in 2020, amounting to multiple petabytes of data in total. Alation’s platform organizes data across disparate systems. Image Credits: Alation.

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The need for true equity in equity compensation

TechCrunch

I began my career at Oracle in the mid-1980s and have since been around the proverbial block, particularly in Silicon Valley working for and with companies ranging from the Fortune 50 to global consulting companies to leading a number of startups, including the SaaS company I presently lead. Carine Schneider. Contributor. Share on Twitter.

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Cast AI raises $20M to help companies reduce cloud spend

TechCrunch

Founded by Yuri Frayman, Leon Kuperman and Laurent Gil in 2019, Cast AI — powered by AI, as the name implies — analyzes a company’s cloud usage to attempt to find the optimal cost-performance ratio. Frayman notes that customers who don’t wish to submit their data for training can request that it be deleted.)

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Preference learning with automated feedback for cache eviction

Google Research AI blog

The reward model is a lightweight neural network that is continuously trained with ongoing automated feedback on preference comparisons designed to mimic the offline oracle. This is similar to the oracle optimal policy, which, at any given time, evicts an item with the farthest future access from all the items in the cache.

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What ‘The Social Dilemma’ misunderstands about social networks

The Verge

She was a data scientist who was fired in August and left this month in the fashion increasingly popular among departing Facebook employees — which is to say, quite dramatically. TikTok is set to become a standalone company as part of the Oracle deal. How did Oracle position itself to become TikTok’s trusted tech partner?

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Cynicism suggests that the TikTok deal will go through

The Verge

Everyone agrees that Oracle and Walmart have bought a combined 20 percent of TikTok. Early Monday, Oracle issued a statement seeming to contradict that. Last week, I wrote that TikTok’s deal with Oracle was a bet that Trump would cave on concerns over China. On Sunday, everyone involved took a well deserved rest.

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How a fake “Real Oversight Board” is putting pressure on Facebook

The Verge

Federal officials worry that ransomware groups will try to freeze voter registration data, election poll books, or the computer systems of the secretaries of the state who certify election results. Data used by Donald Trump’s 2016 presidential campaign categorized 3.5 Some of the data was used to target Facebook ads.