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    Friday, January 15, 2021

    Java Garbage Collection interview questions Computer Science

    Java Garbage Collection interview questions Computer Science


    Java Garbage Collection interview questions

    Posted: 14 Jan 2021 10:58 PM PST

    [R] Will Humans Be Able to Control Superintelligent AI? New Study Says ‘No’

    Posted: 15 Jan 2021 01:44 AM PST

    Along with AI's remarkable achievements and continuing rapid expansion into new domains comes greater concern over the ethical problems surrounding advanced AI systems. Incidents like last year's shutdown of AI-powered Genderify and Yann LeCun's "exit" from Twitter after heated discussions regarding Duke University's PULSE AI photo recreation model underscore the ongoing controversies regarding biases and errors embedded in the design and deployment of AI systems. Google AI's recent dismissal of its Ethical AI team co-lead Timnit Gebru poses a more serious question: do tech giants and large research institutions even want to find solutions?

    A paper in the Journal of Artificial Intelligence Research goes a step further, warning that it could become fundamentally impossible to control a superintelligent AI (a computer program or a programmed robot that is much more intelligent than humans in almost any field). A preprint of the paper was uploaded to arXiv in 2016, and now, with the topic becoming more urgent than ever, an expanded version has been published with additional presentation details, references, and comments about alternative scenarios.

    Read the full summary here

    submitted by /u/Yuqing7
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    [R] Google Brain’s Switch Transformer Language Model Packs 1.6-Trillion Parameters

    Posted: 15 Jan 2021 01:51 AM PST

    Google Brain's Switch Transformer language model packs a whopping 1.6 trillion parameters while effectively controlling computational cost. The model achieved a 4x pretraining speedup over a strongly tuned T5-XXL baseline.

    The paper is on arXiv. Read a summary here.

    submitted by /u/Yuqing7
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