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Posts Tagged ‘Jack Kilby

“Artificial intelligence is growing up fast”*…

A simple prototype system sidesteps the computing bottleneck in tuning– teaching– artificial intelligence algorithms…

A simple electrical circuit [pictured above] has learned to recognize flowers based on their petal size. That may seem trivial compared with artificial intelligence (AI) systems that recognize faces in a crowd, transcribe spoken words into text, and perform other astounding feats. However, the tiny circuit outshines conventional machine learning systems in one key way: It teaches itself without any help from a computer—akin to a living brain. The result demonstrates one way to avoid the massive amount of computation typically required to tune an AI system, an issue that could become more of a roadblock as such programs grow increasingly complex.

“It’s a proof of principle,” says Samuel Dillavou, a physicist at the University of Pennsylvania who presented the work here this week at the annual March meeting of the American Physical Society. “We are learning something about learning.”…

More at “Simple electrical circuit learns on its own—with no help from a computer, from @ScienceMagazine.

* Diane Ackerman

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As we brace ourselves (and lest we doubt the big things can grow from humble beginnings like these), we might recall that it was on this date in 1959 that Texas Instruments (TI) demonstrated the first working integrated circuit (IC), which had been invented by Jack Kilby. Kilby created the device to prove that resistors and capacitors could exist on the same piece of semiconductor material. His circuit consisted of a sliver of germanium with five components linked by wires. It was Fairchild’s Robert Noyce, however, who filed for a patent within months of Kilby and who made the IC a commercially-viable technology. Both men are credited as co-inventors of the IC. (Kilby won the Nobel Prize for his work in 2000; Noyce, who died in 1990, did not share.)

Kilby and his first IC (source)

“Do you think that the soul first shows itself by a gnashing of teeth?”*…

In January 2020, as a new plague began to upend life on Earth, a small research team from Tufts, the University of Vermont, and Harvard announced that they, too, had turned life on Earth upside-down. Their discovery wasn’t quite so dramatic at first glance. Any regular person peering through a microscope at their creation would see little more than a few globs of dirty pond water in a petri dish. But those globs were alive; in fact, they were alive in a way that nothing has ever been alive before, in an uncharted space between biology and technology. They called them Xenobots, the world’s first living robot—the world’s first programmable organism.

Xenobot: Xeno as in Xenopus laevis, a voracious frog native to the wetlands of Sub-Saharan Africa; bot, of course, as in robot. It’s an unconventional name for an unconventional organism, so novel that even its makers struggle to conceptualize it. “The terminology that has served us well for many years is just not any good anymore,” concedes Michael Levin, the team’s iconoclastic biologist. His collaborator Josh Bongard, a computer scientist and robotics expert, has called Xenobots “novel living machines.” Sam Kriegman—the team’s postdoc—prefers the term “Computer Designed Organism,” although he’s been trying on “living deepfake” for size recently.

And they’re all right, in a way. Xenobots are deepfakes in the sense that they aren’t what they seem. They’re robots in the sense that they’re autonomous, programmable agents. They’re Computer Designed in the sense that their morphology—the form their tiny bodies take—was designed by an evolutionary computer algorithm in Bongard’s UVM lab. They’re living in the sense that they’re made of embryonic frog cells, and they’re machines in the sense that humans are machines: biological mechanisms made up of constituent parts.

Xenobots are the first living creatures whose immediate evolution occurred inside a computer and not in the biosphere. The result is a simple organism. Xenobots have no brains; the shape of their bodies is what determines how they behave. And yet, Levin and Bongard do not fully understand why Xenobots behave the way they do. “What you’re seeing de novois a completely novel creature with new proto-cognitive capacities, preferences, capabilities, IQ,” Levin explains. “All of those things appear out of nowhere.” Sometimes a Xenobot will head in one direction and then abruptly double back, as though changing its mind. What force guides such behaviors? Can a frog’s cells, in some way, think? Xenobots seem to have “nano free-will,” Levin jokes.

And this is where the can of worms—or tadpoles, maybe—pops open…

The word “robot” recently celebrated its centennial. It comes from the Czech playwright Karel Čapek’s 1920 play “Rossum’s Universal Robots,” about a worker uprising in a robot factory. Čapek’s robots are biological, the result of a vaguely alchemical process involving “albumen” with a “raging thirst for life.” Our conception of a robot as being something metallic, with clanging gears and servo-motors, is more recent baggage, a consequence of the science-fiction stories and films of the mid-twentieth century. In order to understand what Xenobots might mean for our future, we’ll have to divest ourselves from the idea that a robot—or any kind of autonomous being—can be wholly defined by its materiality…

As Norbert Weiner, the father of cybernetics, observed: “Let us remember that the automatic machine is the precise economic equivalent of slave labor. Any labor which competes with slave labor must accept the economic consequences of slave labor.”

Claire Evans (@TheUniverse) explains how “Xenobots may change how we think about intelligence.”

For apposite background, see also “The Link Between Bioelectricity and Consciousness.”

Karel Čapek, R.U.R. (Rossumovi Univerzální Roboti, or in English, Rossum’s Universal Robots)

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As we ponder life itself, we might recall (with, perhaps, a touch of nostalgia) that it was on this date in 1959 that Texas Instruments (TI) demonstrated the first working integrated circuit (IC), which had been invented by Jack Kilby. Kilby created the device to prove that resistors and capacitors could exist on the same piece of semiconductor material. His circuit consisted of a sliver of germanium with five components linked by wires. It was Fairchild’s Robert Noyce, however, who filed for a patent within months of Kilby and who made the IC a commercially-viable technology. Both men are credited as co-inventors of the IC. (Kilby won the Nobel Prize for his work in 2000; Noyce, who died in 1990, did not share.)

source

Written by (Roughly) Daily

March 24, 2021 at 1:01 am

“Please cut off a nanosecond and send it over to me”*…

960px-Commodore_Grace_M._Hopper,_USN_(covered)

 

“Amazing  Grace” Hopper, seminal computer scientist and Rear Admiral in the U.S. Navy, explains a “nanosecond”…

* Grace Hopper

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As we celebrate clarity, we might recall that it was on this date in 1961 that Robert Noyce was issued patent number 2981877 for his “semiconductor device-and-lead structure,” the first patent for what would come to be known as the integrated circuit.  In fact another engineer, Jack Kilby, had separately and essentially simultaneously developed the same technology (Kilby’s design was rooted in germanium; Noyce’s in silicon) and had filed a few months earlier than Noyce… a fact that was recognized in 2000 when Kilby was Awarded the Nobel Prize– in which Noyce, who had died in 1990, did not share.

Noyce (left) and Kilby (right)

 source

 

 

 

Written by (Roughly) Daily

April 25, 2019 at 1:01 am

“Man is not born to solve the problem of the universe, but to find out what he has to do; and to restrain himself within the limits of his comprehension”*…

 

Half a century ago, the pioneers of chaos theory discovered that the “butterfly effect” makes long-term prediction impossible. Even the smallest perturbation to a complex system (like the weather, the economy or just about anything else) can touch off a concatenation of events that leads to a dramatically divergent future. Unable to pin down the state of these systems precisely enough to predict how they’ll play out, we live under a veil of uncertainty.

But now the robots are here to help…

In new computer experiments, artificial-intelligence algorithms can tell the future of chaotic systems.  For example, researchers have used machine learning to predict the chaotic evolution of a model flame front like the one pictured above.  Learn how– and what it may mean– at “Machine Learning’s ‘Amazing’ Ability to Predict Chaos.”

* Johann Wolfgang von Goethe

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As we contemplate complexity, we might recall that it was on this date in 1961 that Robert Noyce was issued patent number 2981877 for his “semiconductor device-and-lead structure,” the first patent for what would come to be known as the integrated circuit.  In fact another engineer, Jack Kilby, had separately and essentially simultaneously developed the same technology (Kilby’s design was rooted in germanium; Noyce’s in silicon) and had filed a few months earlier than Noyce… a fact that was recognized in 2000 when Kilby was Awarded the Nobel Prize– in which Noyce, who had died in 1990, did not share.

Noyce (left) and Kilby (right)

 source

 

 

Written by (Roughly) Daily

April 25, 2018 at 1:01 am

Finding a higher use for those left-over Easter eggs…

From the always-inspirational Instructables, and user bbstudio (among whose passions is carving that natural geometric marvel, the egg shell, as above):

This was done simply to discover if I could do it. I went though a stage where my goal was to remove as much material from an egg shell as possible while still retaining the shape and image of the egg.

More views of this minimalist marvel here; links to more views of the scrimshaw egg shell, and to other contra-seasonal sensations here.

As we gratefully put away the Rit dye, we might recall that it was on this date in 1961 that Robert Noyce was awarded the patent for the integrated circuit that changed electronics.  Readers may recall that Jack Kilby had (separately and independently) patented the integrated earlier than Noyce— and won a Nobel Prize for it.  But Noyce’s design (rooted in silicon, as opposed to the germanium that Kilby used) was more practical… and paved the way for an altogether new kind of “Easter egg.”

Noyce made his breakthrough at Fairchild Semiconductor, of which he was a founding member.  He went on to co-found Intel, then to serve as the unofficial “Mayor of Silicon Valley,” a mentor to scores to tech entrepreneurs– including Steve Jobs.

Noyce with a print of his integrated circuit (source: BBC)

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