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Showing posts from January, 2024

John Schulman's Homepage - An Opinionated Guide to ML Research

  Posted on 2020/01/24 ← back to blog index I originally wrote this guide in back in December 2017 for the OpenAI Fellows program In this essay, I provide some advice to up-and-coming researchers in machine learning (ML), based on my experience doing research and advising others. The advice covers how to choose problems and organize your time. I also recommend the following prior essays on similar topics: You and Your Research by Richard Hamming Principles of Effective Research by Michael Nielsen My essay will cover similar ground, but it’s more tuned to the peculiar features of ML. The keys to success are working on the right problems, making continual progress on them, and achieving continual personal growth. This essay is comprised of three sections, each covering one of these topics. Exercise . Before continuing, it’s useful to spend a few minutes about which findings and achievements in ML have been most interesting and informative to you. Think about wh...

Men Have No Friends and Women Bear the Burden

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  Men Have No Friends and Women Bear the Burden Toxic masculinity—and the persistent idea that feelings are a "female thing"—has left a generation of straight men stranded on emotionally-stunted island, unable to forge intimate relationships with other men. It's women who are paying the price. By Melanie Hamlett Published: May 2, 2019 Kylie-Anne Kelly can’t remember the exact moment she became her boyfriend’s one and only, his what would I do without you , but she does remember neglecting her own needs to the point of hospitalization. “I talked him through his aspirations, validated his opinions, and supported his career. I had to be his emotional guru because he was too afraid to admit he had any emotions at all,” recalls the 24-year-old English teacher, who was studying for her PhD at the time. Kelly’s boyfriend refused to talk to other men or a therapist about his feelings, so he’d often get into “funks,” picking pointless fights when something was botherin...

Time to hustle

  Let me tell you something most won’t tell you: Your prime time to hustle is between 25-35. You have less to lose, your energy levels are high, and your risk-taking ability is even higher. That's the time to build your future and level up. Not to say that you cannot work hard after that but if you really want to put in your best effort, do it now before you are bogged down by responsibilities - family, bills, EMIs, you name it. This is not about being successful–it is purely about valuing the time you have NOW. So don’t be afraid to invest in yourself, your skills, and your career. Take this decade as the most important decade of your life in terms of levelling up and see the magic that unfolds because of it. It's not just about the hustle; it's about building a legacy that lasts…