Signal, Noise and the Coming Era of AI Curation

On this "Speaking of Bitcoin" episode, join hosts Adam B. Levine, Stephanie Murphy, Jonathan Mohan and special guest Martin Rerak, creator of AllYourFeeds.com, for a look at how "AI curation" is being used to figure out what's useful information and what's just fluff.

AccessTimeIconOct 11, 2020 at 7:00 p.m. UTC
Updated Aug 19, 2021 at 4:54 a.m. UTC

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On this "Speaking of Bitcoin" episode, join hosts Adam B. Levine, Stephanie Murphy, Jonathan Mohan and special guest Martin Rerak, creator of AllYourFeeds.com, for a look at how "AI curation" is being used to figure out what's useful information and what's just fluff.

For more episodes and free early access before our regular releases, subscribe with Apple PodcastsSpotifyPocketcastsGoogle PodcastsCastboxStitcherRadioPublicaiHeartRadio or RSS.

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    Hundreds of tabs

    In the early days of Bitcoin, there were just a few places you might go to read news and stay informed, but over the years things have changed dramatically. Today there are thousands of projects and hundreds of articles written each day. And that's assuming you ignore the wilds of YouTube or the depths of crypto Twitter.

    There were days I was waking up to a hundred tabs that I was basically just reloading from the prior day... You know, looking at Slack, Telegram, Twitter accounts, Discord, Reddit and dozens of publications online [...] It was very easy to point somebody in the [right] direction if they're saying, "Where can I buy cryptocurrency?" But if they were saying, "Is there a use case here for traceability?" or "What do you think I should invest in?" or "How is this project developing?" that becomes a lot more loaded and challenging...Martin Rerak, creator of AllYourFeeds.com

    In this episode, we discuss the crypto-media landscape, AI training, the challenges around bias and un-biasing practices, potential impacts of the natural-language-generating algorithm known as GPT-3 and more.

    Biased AI

    While unsettling on the surface, the idea of bias within an AI is not as controversial as you might imagine – it's almost required. As humans, we each have our own experiences and preferences which shape our viewpoint and our biases. Modern artificial intelligence consumes "training material" curated by humans to learn what's right or wrong for its particular task. Once trained, AI can help us with those tasks and is at its most useful when it's "instincts" match whomever it is working on behalf of.

    Of course, whether bias is good or bad depends a lot of your priorities. When Google trained an AI to help with hiring, the data around past and current employees led it to believe that an ideal "Google engineer" wouldn't have a woman's college on their academic transcript. For Google, their past records did not match their future ambitions and so bias was a problem.

    But personally, I've developed patent-pending AI technology that assists with audio editing, and here the idea of bias is critical. There is no objective standard of what sounds best, only personal preferences. For an AI to assist an audio editor, it must be in tune with those preferences and be able to make decisions that are objectively correct for the person it is assisting.

    This is much the same with AI-assisted news curation. We all have our own preferences, interests and biases which help us decide what we do or don't care about. On today's show we dig into this fascinating topic where one size rarely fits all and the future is wide open.

    For more episodes and free early access before our regular releases, subscribe with Apple PodcastsSpotifyPocketcastsGoogle PodcastsCastboxStitcherRadioPublicaiHeartRadio or RSS.

    Disclosure

    Please note that our privacy policy, terms of use, cookies, and do not sell my personal information have been updated.

    CoinDesk is an award-winning media outlet that covers the cryptocurrency industry. Its journalists abide by a strict set of editorial policies. CoinDesk has adopted a set of principles aimed at ensuring the integrity, editorial independence and freedom from bias of its publications. CoinDesk is part of the Bullish group, which owns and invests in digital asset businesses and digital assets. CoinDesk employees, including journalists, may receive Bullish group equity-based compensation. Bullish was incubated by technology investor Block.one.


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