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Isaac Leonard Retweeted
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@slatestarcodex is an extraordinary, massive, persistent force of nature, like Jupiter’s Great Red Spot or something. Read his decade in review and be gobsmacked:https://slatestarcodex.com/2020/01/08/what-intellectual-progress-did-i-make-in-the-2010s/ …Thanks. Twitter will use this to make your timeline better. UndoUndo -
Isaac Leonard Retweeted
I had, but my next thought was "I don't understand why Shane Legg, who seems like a pretty smart guy, is so ludicrously optimistic that connectionism is going to suddenly start working when it never has before, and worth quitting a good academic career for." Not my best call.
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Isaac Leonard Retweeted
“It would imply that there are language-like behaviors out there in logical space which aren’t language and which are nonetheless so much like it, non-trivially, beautifully, spine-chillingly like it.”
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Isaac Leonard Retweeted
My deep respect to
@dwallacewells for reporting this news. May all journalists writing about climate change follow his lead: The facts are bad enough to justify urgent action on climate change. Attempts to scare people into action by going beyond the science will only backfire.Show this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
Isaac Leonard Retweeted
Machine Learning in a company is 10% Data Science & 90% other challenges It's VERY hard. Everything in this guide is ON POINT, and it's stuff you won't learn in an ML book "Best Practices of ML Engineering" This is a lifesaver
#100DaysOfMLCode project http://martin.zinkevich.org/rules_of_ml/rules_of_ml.pdf …pic.twitter.com/eYJ5KpQmVt
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Isaac Leonard Retweeted
This is the first writeup of quadratic decision-making that got me interested - though I would have led with the headline that "nobody can prove how you voted" is meant to address vote-buying schemes.https://twitter.com/VitalikButerin/status/1203700017787232260 …
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Isaac Leonard Retweeted
1/4: The lottery ticket hypothesis suggests that by training DNNs from “lucky” initializations, we can train networks which are 10-100x smaller with minimal performance losses. In new work, we extend our understanding of this phenomenon in several ways... https://ai.facebook.com/blog/understanding-the-generalization-of-lottery-tickets-in-neural-networks …pic.twitter.com/ZXGWjBWjcz
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Isaac Leonard Retweeted
We also introduce a technique [https://arxiv.org/abs/1911.11134 ] for training neural networks that are sparse throughout training from a random initialization - no luck required, all initialization “tickets” are winners.pic.twitter.com/fA7VmXrj20
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Isaac Leonard Retweeted
“Fast Sparse ConvNets”, a collaboration w/
@GoogleAI [https://arxiv.org/abs/1911.09723 ], implements fast Sparse Matrix-Matrix Multiplication to replace dense 1x1 convolutions in MobileNet architectures. The sparse networks are 66% the size and 1.5-2x faster than their dense equivalents.pic.twitter.com/poDKMzfA4u
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Isaac Leonard Retweeted
I'm running a new instruction set! The star I use to establish my local coordinate system is Vega (α Lyrae), the brightest star in the constellation Lyra. CCS: END BASELINE SEQUENCE B185: BEGIN BASELINE SEQUENCE B186: LOCK STAR(03) (2019:323:024115:2T)
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Isaac Leonard Retweeted
i've listened to Kimi no Shiranai Monogatari enough times to make this mildly heartbreaking ;~;https://twitter.com/shannonmstirone/status/1171283653952884736 …
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Isaac Leonard Retweeted
Today’s a great day to celebrate the people who took the risk to give you your first job (in AI or otherwise) For me it was
@john_wark introing me to John Wagster and Keith Massey@dreasoning. Changed my life and I’ll always be grateful.Thanks. Twitter will use this to make your timeline better. UndoUndo -
Isaac Leonard Retweeted
#Opensource software is essential to science—that’s why we’re supporting 42 open source tools that accelerate biomedical research and serve the larger community. Learn about the granteeshttps://bit.ly/34YhzX1Show this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
Isaac Leonard Retweeted
Just a few more minutes in today's
#MercuryTransit! Watch Mercury complete its journey across the Sun through the eyes of our Solar Dynamics Observatory satellite
http://mercurytransit.gsfc.nasa.gov . SDO keeps a constant eye on the Sun, so it has a prime view for transits like this! 
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Isaac Leonard Retweeted
As a persistent critic of AI hype, I should be glad for backlash. A new wave of Important Thinkpieces from Famous Pundits say AI is impossible, we don’t need to worry about it, etc.
Most are riddled with glaring illogic, false analogies, motivated reasoning, & factual errorsShow this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
Isaac Leonard Retweeted
This isn't really surprising! Lots of people are okay with "you'll pay more taxes so we can invest in the country continuing to have upwards mobility" and not okay with "you'll pay more taxes because you're evil scum who don't deserve the money you made!"https://twitter.com/ezraklein/status/1190002076945809408 …
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Isaac Leonard Retweeted
Speaking of productive self-criticism. When we demonstrate a new capability, let's also demonstrate its limits by showing instances of functional failures. Much of the criticism is a reaction to the hype generated by researchers and the organizations they work for. 7/
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Isaac Leonard Retweeted
He argues that if we instead design AIs whose objective is to get a better model of humans and do what we want, then there's still a lot which can go wrong - but more competent AI means better outcomes instead of meaning worse ones. That's a safer paradigm to be working in.
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Isaac Leonard Retweeted
Path Length Bounds for Gradient Descent – Blog | Machine Learning | Carnegie Mellon Universityhttps://blog.ml.cmu.edu/2019/10/25/path-length-bounds-for-gradient-descent/ …
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