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S Ramamoorthy proslijedio/la je Tweet
"A developed country is not a place where the poor have cars. It's where the rich use public transportation." —
@EnriquePenalosa (Photo:#Zurich)pic.twitter.com/bNeS3MPwt5
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S Ramamoorthy proslijedio/la je Tweet
A valid machine model is predictive, but a predictive model may not be valid. https://www.nature.com/articles/s42256-019-0140-2 … An especially wise essay on
#AI prediction accuracy, reproducibility, causality@NatMachIntell@UniversitySA's Jiuyong Li, Lin Liu, Thuc Duy Lepic.twitter.com/y0BQ7JvYUW
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The fact that this still needs to be argued in an editorial piece seems odd to me. It suggests we are missing a trick in our eagerness to simply “Solve for x”! Global problems need social science https://www.nature.com/articles/d41586-020-00064-x …
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Biology is Eating the World: A Manifesto - Andreessen Horowitzhttps://a16z.com/2019/10/28/biology-eating-world-a16z-manifesto/ …
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Company culture put under the microscope! Boeing certainly doesn’t shine well under this light, but there are so many lessons to be learnt from this for anyone interested in other safety critical systems applications...https://www.bloomberg.com/news/articles/2020-01-14/lion-air-idiots-sought-more-max-training-boeing-thwarted-it …
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S Ramamoorthy proslijedio/la je Tweet
I feel like this is highly apropos for most academics I know. Achieving external metrics like N papers at top venues X, and Y won’t do what we thought it would when we first started down this path. For me, a focus on the success of current/past students made all the difference.https://twitter.com/berleezy/status/1215904250166939648 …
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S Ramamoorthy proslijedio/la je Tweet
A prospective clinical trial of
#AI to determine intraoperative#cancer in near real time using label-free imaging: impressive rapid, accurate results by@umichneuro@ToddCHollon@DanOrringerMD & collaborators@NatureMedicine https://www.nature.com/articles/s41591-019-0715-9 …pic.twitter.com/3V962i5aVO
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“Science fiction writers and readers didn't put a man on the moon,” Asimov reflected during our interview, “but they created a climate of opinion in which the goal of putting a man on the moon became acceptable.”https://science.sciencemag.org/content/367/6473/20 …
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Nice video on Otto Lilienthal’s historic flight, including subtle issues of dynamic stability that got him!https://m.youtube.com/watch?feature=youtu.be&v=qLuIiwmu3OE …
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"None of the AI products sold in the U.S. have been tested in randomized clinical trials, the strongest source of medical evidence, Topol said". The conclusions from the first such trial in Oct are carefully nuanced...https://www.scientificamerican.com/article/artificial-intelligence-is-rushing-into-patient-care-and-could-raise-risks/ …
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"Without this type of analysis, it is not possible to determine the worth of an analysis product as a basis for making decisions related to safety and mission success." Engineers know this, especially those that get one shot at goal!
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"The evaluation of uncertainties represents a method of probabilistic thinking wherein the analyst and decision makers recognize possible outcomes other than the outcome perceived to be 'most likely'.” The lack of such recognition is the Achilles' heel in DL applications today!
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"Uncertainty analysis finds how the output parameters of the models are related to plausible variations in the input parameters and in the modeling assumptions."
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"The term 'uncertainty' here does not refer to an actuarial type of data analysis, but rather to a characterization of our state of knowledge regarding results from logical and physical models that approximate reality."
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For all the heated discussion in ML twitter recently, it is interesting that core concepts like model uncertainty have received so little attention. I found it interesting to revisit this in the NASA Systems Safety Handbook: https://ntrs.nasa.gov/archive/nasa/casi.ntrs.nasa.gov/20120003291.pdf …
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Onward and upward! India approves third moon mission, months after landing failurehttps://reut.rs/2rKBv1P
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Wishing everyone a happy new year and an exciting new decade. May it bring out the best in you!pic.twitter.com/cc1utqXaQZ
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Cool project - Build your own quantum computer at home!https://media.ccc.de/v/36c3-10808-build_you_own_quantum_computer_home_-_99_of_discount_-_hacker_style …
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S Ramamoorthy proslijedio/la je Tweet
A gallery of stunning photographs taken by Edinburgh students celebrates the value of international experiences. A photography competition invited students to submit an image on the theme of Changing Edinburgh.https://edin.ac/35R3QSW
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This article appearing in Science is a precis of Ferguson's arguments in the book:https://science.sciencemag.org/content/197/4306/827 …
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