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"AI Can Now Predict Your Chances of Surviving Cancer Oct 20, 2023 at 1:00 PM EDT "

"Robinhood's free-trading revolution helped pave the way to the recent Reddit mayhem on Wall Street. The rise of Robinhood means that the ability to buy stocks, on a whim, is now at everyone's fingertips. Robinhood has opened investing up to the masses. Rival online brokerages were forced to mimic Robinhood's zero-commission business model, and some joined forces just to survive. "

"As adolescents and young adults fled Facebook for platforms like Instagram and Snapchat, Facebook knew its long-term survival depended on winning over that demographic. But the savvy business move had a different, less public price tag. Caught up in recommendations from a powerful algorithm designed to keep them engaged, some teen girls found Instagram worsened their body image, according to a new Wall Street Journal investigation. Users even pinned feelings of increased depression, anxiety, and suicidal thinking on the app."

"It sounds complicated, but the upside is how robust this write-once storage medium is. Microsoft claims the glass can be boiled in water, baked at 500 degrees in an oven, blasted in a microwave, and demagnetized, but the data it contains will survive. The lifetime is also incredibly long and measured in thousands of years."

"Something that a lot of mourners find disconcerting is when they receive automated prompts from social networking platforms telling them to friend somebody who has died, or connect with their dead spouse. Some platforms such as Twitter [now known as X] and TikTok lack a mechanism to treat a profile as being that of a dead person. Or, as in the case of LinkedIn, a mechanism exists but most people are not aware of it or don't use it. And while most platforms do offer an ability to download your archive, which you can then bequeath, it is far from straightforward. These products emanate from people who haven't had to think too much about the messiness of human existence Platforms can also delete dormant accounts, which can have repercussions. And there are also no guarantees how long any of the platforms we participate in will survive. That death hasn't been baked into tech platforms to begin with is a sign of a particular kind of privilege: these products emanate from people who haven't had to think too much about the messiness of human existence."

"The end result of that was, of course, the foundational contribution that the French revolution made to democracy. But now here we are, those of us living in liberal democratic states that depend on an educated, engaged population for their continued existence, facing a 21st-century arbre de Cracovie. Except this one is incalculably more ubiquitous, more instantaneous, more overwhelming, and more powerful. And as voters around the world proceed through the biggest election year in history, I find myself increasingly wondering: can democracy survive social media?"

"Many researchers steeped in these issues, including myself, expect that the most likely result of building a superhumanly smart AI, under anything remotely like the current circumstances, is that literally everyone on Earth will die. Not as in "maybe possibly some remote chance," but as in "that is the obvious thing that would happen." It's not that you can't, in principle, survive creating something much smarter than you; it's that it would require precision and preparation and new scientific insights, and probably not having AI systems composed of giant inscrutable arrays of fractional numbers."

"Cancer diagnosis and management depend upon the extraction of complex information from microscopy images by pathologists, which requires time-consuming expert interpretation prone to human bias. Supervised deep learning approaches have proven powerful, but are inherently limited by the cost and quality of annotations used for training. Therefore, we present Histomorphological Phenotype Learning, a self-supervised methodology requiring no labels and operating via the automatic discovery of discriminatory features in image tiles. Tiles are grouped into morphologically similar clusters which constitute an atlas of histomorphological phenotypes (HP-Atlas), revealing trajectories from benign to malignant tissue via inflammatory and reactive phenotypes. These clusters have distinct features which can be identified using orthogonal methods, linking histologic, molecular and clinical phenotypes. Applied to lung cancer, we show that they align closely with patient survival, with histopathologically recognised tumor types and growth patterns, and with transcriptomic measures of immunophenotype. These properties are maintained in a multi-cancer study."

"This might be a bit disappointing for you. But if you think about it, what would be a satisfying answer to the meaning of life, in the simulation or out of it? It seems difficult to think of a fully satisfying answer to a question that has been put on the most ornate pedestal of all questions. 'To love or to live' sound like something you'd read in a cheap self-help book. The Epicureans thought that the meaning of life was to seek modest pleasures. To me at least, that does not sound very satisfying."

"He's right to be annoyed - these tracks are a violation of an artist's creativity and personhood - and the fakes are noticeably more sophisticated than those from a few years ago, when Jay-Z was made to rap Shakespeare (this is the kind of humour beloved of AI dorks). The tech will continue to improve to the point where the differences become indistinguishable. Perhaps lazy artists will soon use AI to generate their latest album, not so much phoning it in as texting it. AI composes its music by regurgitating things it's been trained to listen to in vast song databases, and that's not so different than the way human-composed pop music is recombined from prior influences. Producers, engineers, lyricists and all the other people who work behind a star could be usurped or at least have their value driven down by cheap AI tools."