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Coronavirus cases were first reported on Dec 31, first death on Jan 11 and first paper was on Jan 23! During past 12 days there have been 30 more papers. Virus DNA already sequenced, similarity with SARS+HIV DNAs identified and potential drugs predicted!!https://twitter.com/HorsingJig/status/1224341449627635718?s=20 …
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Politics is a business where the product is the country. Let's never forget that politicians are just businessmen. It's irrelevant which side of the aisle you are.
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Shital Shah proslijedio/la je Tweet
What (unreleased) Tesla FSD Autopilot sees Autonomy/ electrification unrelated tech bring mutual boost Autonomy largest part of coming disruption full build of Autopilot: 48 neural networks take 70,000 GPU hours to trainpic.twitter.com/wXfrYCOhCQ
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Shital Shah proslijedio/la je Tweet
Right now we use about a million atoms per stored magnetic bit. We have some way to go.
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Most people don’t get the difference between a millionaire vs billionaire. If you earn a dollar every second, it will take you a month to be millionaire but it will take you 30 years to be a billionaire. Billion is too big for evolution to inscribe intuition for it.
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It seems that every effort to eliminate one sgd hyperparamter eventually has produced more hyperparameters. Learning rate is like Hydra’s head in deep learning.
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Why do we see a weight decay values like 3x10^-4? Why not 5 or 6 or some other digit? Because this is exponent bisection of 10^-3 and 10^-4, i.e., 10^-3.5 which is 3x10^-4.
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Shital Shah proslijedio/la je Tweet
If you're bootstrapping yourself into deep learning research, here’s what I would do: 1. FastAI (3m) 2. Personal projects/reproduce papers/consulting (3 - 12m) 3. Flashcard the Deep Learning Book (4-6m) 4. Flashcard ~100 papers in a niche (2m) 5. Publish your first paper (6m)pic.twitter.com/HnNeihMkGl
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Shital Shah proslijedio/la je Tweet
Interesting AI research areas that require little compute: - Mathematical reasoning - Novel activation functions - Models on 1-8 bits - Working memory - Micro/macro attention - 2nd order optimizations - Model visualizations - Adaptive computation time - Neural ODE What else?
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How does it feel like to accidentally format the USB drive with $3.14M worth of bitcoins? Same as accidentally cashing out the $3.14 check from Donald Knuth.
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Saw new hard to say phrase: Co-opetition - Cooperation disguised as competition. Example: Cable companies are not competing with each other, they are in coopetiting.
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One project is Life-long Kindergarten project
@medialab. There is a lot needs to be done. Current academic format is towards punishing as opposed to encouraging, competing as opposed to experiencing, be done with fast as opposed explore longer. How would future look like? 8/8Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Many, if not everyone, would then be enrolled in a formal study for most of their lives. Surfing from one micro/mini/full degree to another. Learning shouldn't be just first ~20 years just so we can find a job but a life long journey towards satisfying our own curiosity. 7/n
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I can imagine the future, perhaps 100 yrs down the line, where our collective bandwidth frees up, may be just 3 day work week. Our actions then would be purely be driven by curiosity to know ourselves and nature as opposed to finding job, make money and satisfy basic needs. 6/n
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Making these a formal studies is much better than MOOCs or browsing YouTube videos because it induces structure, interaction with experts, guarantees on what you would learn, adds motivation, collaboration with other students, check on time, tests, measurements, improvement. 5/n
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And this is not even including languages, various sub-fields in CS, ML, robotics, computer vision. Why shouldn't we always be learning something new and interesting? All this knowledge and cool stuff accumulated over thousands of years standing right in front of us! 4/n
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geology, paleontology, botany, organic chemistry, molecular biology, protein synthesis, genetics, quantum computing, industrial mfg, supply chain, macroeconomics, glass blowing, woodworking, pottery science, telescope making, chip design, metallurgy, neuroscience,... 3/n
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I have wondered: Why shouldn't everyone always be enrolled in some studies, accumulating degrees all of their lives? There are so many interesting things to know and learn! I'd like micro/mini-degrees in cooking, gardening, nutrition, astronomy, relativity, music theory, ... 2/n
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This is a very interesting idea: https://devdegree.ca/ . You get an accredited 4 year CS degree from a legit university while working at a company and getting paid. Students spend 25hr/wk at the company and rest in studies. This arrangement can make possible one cool thing.. 1/n
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Shital Shah proslijedio/la je Tweet
Microsoft Makes
#AI Debugging And Visualization Tool TensorWatch Open Source by@sytelus@rolandalong@MSFTResearch Read more http://bit.ly/2OQTzSA#BigData#MachineLearning#ArtificialIntelligence#Cloud#ML#MI#Digital#DataScience Cc:@miketamir@themanufacturerpic.twitter.com/ZDqsK5n3fd
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