Ion Stoica, UC Berkeley professor and Databricks co-founder, discusses the intellectual property policy of Berkeley's computer science research labs.
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Stoica: Top technical experts lack time to perform AI evaluation labeling
“You're getting some people from that area who are willing to do the labeling, but the best people are not willing. Fundamentally, they don't have time.”
Disclosure
Stoica: Apache Spark was created to prove Mesos's value
“So actually, Mesos was the first project we developed. This is what started the stack. And Mesos was by design to support multiple cluster computing framework. We started with Hadoop. And actually, one of the reasons we designed Spark, it's To show that it's m…”
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Stoica: Many published AI research algorithms are hard to reproduce
“Many of the algorithms which are published are hard to reproduce.”
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Stoica: Over 70% of daily LMArena prompts are completely unique
“And basically measures out how many more, you know, fresh prompts you have in one day compared to what you've seen in the past three months, right? And by a similarity score of something like 70, 75%, you have over 70 of these prompts are fresh.”
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Stoica: Over 60% of UC Berkeley PhD applicants apply for AI
“When you look at the PhD students who applied to Berkeley, PhD applicants. It turns out that well over 60% are applying for AI.”
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Stoica: Computing functionality will migrate bidirectionally between cloud and edge
“Things which are now done in the cloud is going to migrate some of the functionality for on the edge. Also, on, in, on the other side, things which are now done only at the edge, like self-driving cars will migrate, some of the functionality will migrate to th…”