Posts Tagged ‘AI’

by Daniel Oberhaus

Amanda Feilding used to take lysergic acid diethylamide every day to boost creativity and productivity at work before LSD, known as acid, was made illegal in 1968. During her downtime, Feilding, who now runs the Beckley Foundation for psychedelic research, would get together with her friends to play the ancient Chinese game of Go, and came to notice something curious about her winning streaks.

“I found that if I was on LSD and my opponent wasn’t, I won more games,” Feilding told me over Skype. “For me that was a very clear indication that it improves cognitive function, particularly a kind of intuitive pattern recognition.”

An interesting observation to be sure. But was LSD actually helping Feilding in creative problem solving?

A half-century ban on psychedelic research has made answering this question in a scientific manner impossible. In recent years, however, psychedelic research has been experiencing something of a “renaissance” and now Feilding wants to put her intuition to the test by running a study in which participants will “microdose” while playing Go—a strategy game that is like chess on steroids—against an artificial intelligence.

Microdosing LSD is one of the hallmarks of the so-called “Psychedelic Renaissance.” It’s a regimen that involves regularly taking doses of acid that are so low they don’t impart any of the drug’s psychedelic effects. Microdosers claim the practice results in heightened creativity, lowered depression, and even relief from chronic somatic pain.

But so far, all evidence in favor of microdosing LSD has been based on self-reports, raising the possibility that these reported positive effects could all be placebo. So the microdosing community is going to have to do some science to settle the debate. That means clinical trials with quantifiable results like the one proposed by Feilding.

As the first scientific trial to investigate the effects of microdosing, Feilding’s study will consist of 20 participants who will be given low doses—10, 20 and 50 micrograms of LSD—or a placebo on four different occasions. After taking the acid, the brains of these subjects will be imaged using MRI and MEG while they engage in a variety of cognitive tasks, such as the neuropsychology staples the Wisconsin Card Sorting test and the Tower of London test. Importantly, the participants will also be playing Go against an AI, which will assess the players’ performance during the match.

By imaging the brain while it’s under the influence of small amounts of LSD, Feilding hopes to learn how the substance changes connectivity in the brain to enhance creativity and problem solving. If the study goes forward, this will only be the second time that subjects on LSD have had their brain imaged while tripping. (That 2016 study at Imperial College London was also funded by the Beckley Foundation, which found that there was a significant uptick in neural activity in areas of the brain associated with vision during acid trips.)

Before Feilding can go ahead with her planned research, a number of obstacles remain in her way, starting with funding. She estimates she’ll need to raise about $350,000 to fund the study.

“It’s frightening how expensive this kind of research is,” Feilding said. “I’m very keen on trying to alter how drug policy categorizes these compounds because the research is much more costly simply because LSD is a controlled substance.”

To tackle this problem, Feilding has partnered with Rodrigo Niño, a New York entrepreneur who recently launched Fundamental, a platform for donations to support psychedelic research at institutions like the Beckley Foundation, Johns Hopkins University, and New York University.

The study is using smaller doses of LSD than Feilding’s previous LSD study, so she says she doesn’t anticipate problems getting ethical clearance to pursue this. A far more difficult challenge will be procuring the acid to use in her research. In 2016, she was able to use LSD that had been synthesized for research purposes by a government certified lab, but she suspects that this stash has long since been used up.

But if there’s anyone who can make the impossible possible, it would be Feilding, a psychedelic science pioneer known as much for drilling a hole in her own head (https://www.vice.com/en_us/article/drilling-a-hole-in-your-head-for-a-higher-state-of-consciousness) to explore consciousness as for the dozens of peer-reviewed scientific studies on psychedelic use she has authored in her lifetime. And according to Feilding, the potential benefits of microdosing are too great to be ignored and may even come to replace selective serotonin reuptake inhibitors, or SSRIs as a common antidepressant.

“I think the microdose is a very delicate and sensitive way of treating people,” said Feilding. “We need to continue to research it and make it available to people.”

https://motherboard.vice.com/en_us/article/first-ever-lsd-microdosing-study-will-pit-the-human-brain-against-ai


Physicists are putting themselves out of a job, using artificial intelligence to run a complex experiment. The experiment created an extremely cold gas trapped in a laser beam, known as a Bose-Einstein condensate, replicating the experiment that won the 2001 Nobel Prize.

Physicists are putting themselves out of a job, using artificial intelligence to run a complex experiment.

The experiment, developed by physicists from The Australian National University (ANU) and UNSW ADFA, created an extremely cold gas trapped in a laser beam, known as a Bose-Einstein condensate, replicating the experiment that won the 2001 Nobel Prize.

“I didn’t expect the machine could learn to do the experiment itself, from scratch, in under an hour,” said co-lead researcher Paul Wigley from the ANU Research School of Physics and Engineering.

“A simple computer program would have taken longer than the age of the Universe to run through all the combinations and work this out.”

Bose-Einstein condensates are some of the coldest places in the Universe, far colder than outer space, typically less than a billionth of a degree above absolute zero.

They could be used for mineral exploration or navigation systems as they are extremely sensitive to external disturbances, which allows them to make very precise measurements such as tiny changes in the Earth’s magnetic field or gravity.

The artificial intelligence system’s ability to set itself up quickly every morning and compensate for any overnight fluctuations would make this fragile technology much more useful for field measurements, said co-lead researcher Dr Michael Hush from UNSW ADFA.

“You could make a working device to measure gravity that you could take in the back of a car, and the artificial intelligence would recalibrate and fix itself no matter what,” he said.

“It’s cheaper than taking a physicist everywhere with you.”

The team cooled the gas to around 1 microkelvin, and then handed control of the three laser beams over to the artificial intelligence to cool the trapped gas down to nanokelvin.

Researchers were surprised by the methods the system came up with to ramp down the power of the lasers.

“It did things a person wouldn’t guess, such as changing one laser’s power up and down, and compensating with another,” said Mr Wigley.

“It may be able to come up with complicated ways humans haven’t thought of to get experiments colder and make measurements more precise.

The new technique will lead to bigger and better experiments, said Dr Hush.

“Next we plan to employ the artificial intelligence to build an even larger Bose-Einstein condensate faster than we’ve seen ever before,” he said.

The research is published in the Nature group journal Scientific Reports.

https://www.sciencedaily.com/releases/2016/05/160516091544.htm

Elon Musk has said that there is only a “one in billions” chance that we’re not living in a computer simulation.

Our lives are almost certainly being conducted within an artificial world powered by AI and highly-powered computers, like in The Matrix, the Tesla and SpaceX CEO suggested at a tech conference in California.

Mr Musk, who has donated huge amounts of money to research into the dangers of artificial intelligence, said that he hopes his prediction is true because otherwise it means the world will end.

“The strongest argument for us probably being in a simulation I think is the following,” he told the Code Conference. “40 years ago we had Pong – two rectangles and a dot. That’s where we were.

“Now 40 years later we have photorealistic, 3D simulations with millions of people playing simultaneously and it’s getting better every year. And soon we’ll have virtual reality, we’ll have augmented reality.

“If you assume any rate of improvement at all, then the games will become indistinguishable from reality, just indistinguishable.”

He said that even if the speed of those advancements dropped by 1000, we would still be moving forward at an intense speed relative to the age of life.

Since that would lead to games that would be indistinguishable from reality that could be played anywhere, “it would seem to follow that the odds that we’re in ‘base reality’ is one in billions”, Mr Musk said.

Asked whether he was saying that the answer to the question of whether we are in a simulated computer game was “yes”, he said the answer is “probably”.

He said that arguably we should hope that it’s true that we live in a simulation. “Otherwise, if civilisation stops advancing, then that may be due to some calamitous event that stops civilisation.”

He said that either we will make simulations that we can’t tell apart from the real world, “or civilisation will cease to exist”.

Mr Musk said that he has had “so many simulation discussions it’s crazy”, and that it got to the point where “every conversation [he had] was the AI/simulation conversation”.

The question of whether what we see is real or simulated has perplexed humans since at least the Ancient philosophers. But it has been given a new and different edge in recent years with the development of powerful computers and artificial intelligence, which some have argued shows how easily such a simulation could be created.

http://www.independent.co.uk/life-style/gadgets-and-tech/news/elon-musk-ai-artificial-intelligence-computer-simulation-gaming-virtual-reality-a7060941.html