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Preference learning with automated feedback for cache eviction

Google Research AI blog

An important algorithmic piece of cache management is the decision policy used for dynamically updating the set of items being stored, which has been extensively optimized over several decades, resulting in several efficient and robust heuristics. The eviction decisions rely on a filtering mechanism with two steps.

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

TechCrunch

That’s why Satyen Sangani, a former Oracle VP, co-founded Redwood City–based Alation , a startup that helps crawl a company’s databases in order to build data search catalogs. And if a recent poll by Oracle is to be believed, 95% of people say they’re overwhelmed by the amount of data available to them in the workplace.

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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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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

Here’s Olivia Solon at NBC News : A group of about 25 experts from academia, civil rights, politics and journalism announced Friday that they have formed a group to analyze and critique Facebook’s content moderation decisions, policies and other platform issues in the run-up to the presidential election and beyond. Sara Fischer / Axios ).

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Facebook’s big QAnon crackdown might have come too late

The Verge

Facebook also took down thousands of accounts, pages and groups as part of what they called a “policy expansion,” seeking to limit violent rhetoric tied to QAnon, political militias and protest groups like antifa. But coded messages are harder to discern, particularly by policy teams that have not invested in unscrambling them.

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Platforms successfully stopped a lame COVID conspiracy video from going viral

The Verge

Enforcement of those misinformation policies has sometimes lagged behind the companies’ public statements, though. In 2020, this is what successful content policy looks like: you can’t prevent every bad thing from ever being uploaded, but you can identify it quickly and take effective action. Jennifer Elias / CNBC). Industry. ?

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