Tags: computation

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Tuesday, July 10th, 2018

Ways to think about machine learning — Benedict Evans

This strikes me as a sensible way of thinking about machine learning: it’s like when we got relational databases—suddenly we could do more, quicker, and easier …but it doesn’t require us to treat the technology like it’s magic.

An important parallel here is that though relational databases had economy of scale effects, there were limited network or ‘winner takes all’ effects. The database being used by company A doesn’t get better if company B buys the same database software from the same vendor: Safeway’s database doesn’t get better if Caterpillar buys the same one. Much the same actually applies to machine learning: machine learning is all about data, but data is highly specific to particular applications. More handwriting data will make a handwriting recognizer better, and more gas turbine data will make a system that predicts failures in gas turbines better, but the one doesn’t help with the other. Data isn’t fungible.

Wednesday, December 20th, 2017

Dynamicland

An interesting Xerox-PARC-like project dedicated to making a programmable platform out of paper and other physical objects.

A humane dynamic medium embraces the countless ways in which human beings use their minds and bodies, instead of cramming people into a tiny box of pixels.

Saturday, February 4th, 2017

The Computational Foundation of Life | Quanta Magazine

Philip Ball certainly has a way with words.

Friday, July 24th, 2015

Meet Walter Pitts, the Homeless Genius Who Revolutionized Artificial Intelligence

The fascinating story of logic, learning, and the origins of electronic computing. Russell, Shannon, Turing, Wiener, Von Neumann …they’re all in there, woven around the tragic figure of Walter Pitts.

It is a sad and beautiful world.

Thanks to their work, there was a moment in history when neuroscience, psychiatry, computer science, mathematical logic, and artificial intelligence were all one thing, following an idea first glimpsed by Leibniz—that man, machine, number, and mind all use information as a universal currency. What appeared on the surface to be very different ingredients of the world—hunks of metal, lumps of gray matter, scratches of ink on a page—were profoundly interchangeable.

Tuesday, March 3rd, 2015

Are You Living in a Simulation?

Always worth bearing in mind when some perspective is needed.

If it is possible that our future species will go on to create simulations of our civilisation forerunners (us), then it is far more likely that we are currently in such a simulation than not.

Wednesday, December 31st, 2014

The Humane Representation of Thought on Vimeo

Yet another brilliant far-ranging talk from Bret Victor.

I’ve tried to get him to come and speak at dConstruct for the past few years, but alas, with no success.

The Humane Representation of Thought

Friday, August 2nd, 2013

The Future of Programming

A wonderful presentation by time-traveller Bret Viktor.

Friday, July 13th, 2012

Stephen Wolfram in The European magazine: I Like to Build Alien Artifacts

Thoughts on artificial intelligence, computation and complexity.

Monday, July 2nd, 2012

As We May Think - The Atlantic

Vannevar Bush’s original 1945 motherlode of hypertext.

The Coming Technological Singularity

Vernor Vinge’s original 1993 motherlode of the singularity.