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fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

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François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

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    1. François Chollet‏Verified account @fchollet Sep 6

      People get scammed not so much because they can't analyze a scheme on an intellectual level, but because of their personality or emotional state. Smart are often *more likely* to get scammed, because they're more confident in their own judgement. "Is it a scam?" A checklist.

      7 replies 36 retweets 269 likes
      Show this thread
    2. François Chollet‏Verified account @fchollet Sep 6

      1. Is there a real product/service involved, with an actual business/consumer need? What does the thing look like if you consider it from 1st principles, rather than from the lens of "smart people are into it, must be legit" or "even my neighbor is making money, must be legit"?

      2 replies 4 retweets 37 likes
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    3. François Chollet‏Verified account @fchollet Sep 6

      (scams will often try to hide their lack of practical foundations by saying they represent a "new paradigm", like "the internet in the 90s" -- everything that involves tech and hucksters must be like the internet, nevermind what the internet was actually useful for back then)

      1 reply 5 retweets 38 likes
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    4. François Chollet‏Verified account @fchollet Sep 6

      2. Are you encouraged/required to sell the thing to your friends/family? While there's sometimes an actual business need for hierarchical marketing, it's often the case that the requirement exists because *your friends/family are the product* -- without their money, no revenue.

      1 reply 3 retweets 29 likes
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    5. François Chollet‏Verified account @fchollet Sep 6

      3. Is the reward proportional to the risk? I.e. what are you arbitraging -- why would *you* be making money rather than anyone else? Investors make money by taking calculated risks and arbitraging information/insights. So, what's your unfair advantage? Why are you getting paid?

      1 reply 6 retweets 32 likes
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    6. François Chollet‏Verified account @fchollet Sep 6

      (Scams advertise risk-free rewards that are accessible to anyone -- no need to provide any particular value, information, or insight -- unlike traditional investing or VC)

      2 replies 6 retweets 30 likes
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      François Chollet‏Verified account @fchollet Sep 6

      Perhaps a very succinct way to put it is this: if it's a sound investment, knowledgeable actors are going to want to buy as much of it as possible. If it's a scam, knowledgeable actors are going to want *other people* to buy as much of it as possible.

      10:45 AM - 6 Sep 2021
      • 7 Retweets
      • 61 Likes
      • Steve Brumby Shihobu Kodaira Prashant Goyal jadeflon Redowan Delowar Gerry K Pavel Suchmann Jitesh Seth Dan Walker
      0 replies 7 retweets 61 likes

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