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How can quantum computers be better than classical computers?

Scientists have been exploring both experimental and theoretical ways to prove quantum supremacy.

Ramis Movassagh, a researcher at Google Quantum AI, recently had a study published in the journal Nature Physics. Here, he has reportedly demonstrated in theory that simulating random quantum circuits and determining their output will be extremely difficult for classical computers. In other words, if a quantum computer solves this problem, it can achieve quantum supremacy.

But why do such problems exist?

“Sampling led to hip-hop… AI music has the potential to do something similar”, says Holly Herndon

I have said it time and time again. Ironically I have been an electronic music producer for decades.

Electronic producer, singer and AI advocate Holly Herndon has drawn a comparison between AI music and sampling, saying that AI music could impact music in the same way sampling did hip-hop.

Herndon made the statement during a recent interview with Mixmag, as part of a feature entitled The rise of AI music: a force for good or a new low for artistic creativity? The feature explores the advantages and disadvantages of using AI technology to create music.

“Sampling old records to create something new led to the formation of genres like hip hop and innovative new forms of artistic expression.” She says. “AI music has the potential to do something very similar.”


Holly Herndon recently said that AI music is “our new reality”, adding that AI music could have the same impact that sampling had on hip-hop.

MRI-Compatible Stereotactic Neurosurgery Robot

What does it take to bring life-changing medical robotic devices to reality? This is a question Dr. Gregory Fischer, founder and CEO of AiM Medical Robotics, explored in his keynote “From Concept to Commercialization: It’s not Brain Surgery, or is it?” at BIOMEDevice Boston, MA. As a researcher, professor, and lead investigator supported by federal government grants, director of a state-funded medtech accelerator, and founder of multiple medical device companies, Fischer has a unique perspective on conceptualizing, refining, and commercializing medical devices, as well as the challenges that come with each step.

Focusing on neurosurgery, he highlighted specific challenges clinicians face during procedures including an inability to leverage real-time intraoperative MR imaging for precision — surgeons must transfer a patient mid-surgery to an MRI in a separate room and sometimes even a separate building within the hospital complex — resulting in inefficient workflow and interruptions in sterility and anesthesia during transfers. Additionally, he mentioned limited compatibility with various MRI scanners, and an increased risk of human errors because of complex manual processes.

Integrating robotic assistance, he said, enhances the reachable target area and improves dexterity and precision of motion during such difficult procedures such as neurosurgery, adds enhanced feedback and virtual fixtures, reduces procedure time, and avoids ergonomic issues. An increase in intervention accuracy through inherent integration with image guidance tools, and improved diagnostic and therapeutic outcomes are also advantages of robotic assistance, according to Fischer.

Can You Speak Chicken Language? New AI May Translate What These Fowls Are Saying, Scientists Claim

A team of Japanese researchers claims that they were able to use AI to translate the clucks and noises of chickens.

AI Chicken Language Translator?

This novel feat was documented in a preprint that is yet to undergo peer review. The research team was reportedly able to develop a system that can interpret chicken’s different emotional states. These covered the fowls’ feelings of anger, fear, hunger, excitement, contentment, and distress.

The technology relied on an AI technique that the researchers refer to as Deep Emotional Analysis Learning, according to professor Adrian David Cheok from the University of Tokyo.

AI now generates music with CD-quality audio from text, and it’s only getting better

Imagine typing “dramatic intro music” and hearing a soaring symphony or writing “creepy footsteps” and getting high-quality sound effects. That’s the promise of Stable Audio, a text-to-audio AI model announced Wednesday by Stability AI that can synthesize stereo 44.1 kHz music or sounds from written descriptions. Before long, similar technology may challenge musicians for their jobs.

Now Stability and Harmonai want to break into commercial AI audio production with Stable Audio. Judging by production samples, it seems like a significant audio quality upgrade from previous AI audio generators we’ve seen.

YouTube is going all in on AI

The company announced a slew of AI-powered tools including backgrounds and video topic suggestions at its creator event.

More content on YouTube is going to be created at least in part using generative AI. The video platform announced several new AI-powered tools for creators at its annual Made on YouTube event on Thursday. Among the features coming later this year or next are AI-generated photo and video backgrounds, AI video topic suggestions, and music search.

A new feature called Dream Screen will create AI-generated videos and photos that creators can place in the background of their YouTube Shorts. Initially, creators will be able to type in prompts to generate backgrounds; eventually,… More.


A slew of new AI-powered tools is coming to creators.

OpenAI unveils DALL-E 3, allows artists to opt out of training

OpenAI today unveiled an upgraded version of its text-to-image tool, DALL-E, that uses ChatGPT — OpenAI’s viral AI chatbot — to take some of the pain out of prompting.

Most cutting-edge, AI-powered image generation tools today take prompts — descriptions of images — and turn them into artwork in an array of styles, ranging from the photorealistic to fantastical. But crafting the right prompt can be a challenge, so much so that “prompt engineering” is becoming a bona fide profession.

OpenAI’s new tool, DALL-E 3, uses ChatGPT to help fill in prompts. Via ChatGPT, subscribers to OpenAI’s premium ChatGPT plans, ChatGPT Plus and ChatGPT Enterprise, can type in a request for an image and hone it through conversations with the chatbot — receiving the results directly within the chat app.

Elon Musk Says Neuralink Could Slash Risk From AI As Firm Prepares For First Human Trials

Neuralink’s brain implants could help protect humanity from the risks of artificial intelligence, Elon Musk said on Wednesday, as the company prepares to launch its first in-human trials for the chips it hopes could restore lost functions to people with paralysis.

Neuralink will hopefully play a role in cutting the “civilizational risk” artificial intelligence poses to humanity, Musk said in a post on X.

The implantable tech will allow humans to interact with computers with their thoughts alone and should improve our abilities to communicate with AI “by several orders of magnitude,” Musk explained.


In the shorter term, Musk said Neuralink could help restore body movement and when combined with Tesla’s robotics could make the “Luke Skywalker solution” a reality.

Retinal Imaging And Machine Learning Honored In The 2023 Lasker Awards

Many ophthalmologists’ offices around the country are home to a machine that enables doctors to take advantage of optical coherence tomography (OCT), a method of imaging the retina and other tissues in the eye. These OCT machines give doctors insight into the three-dimensional structures of their patients’ eyes, help them diagnose diseases and can even help save their patients’ sight.

The genesis of OCT machines began in the lab of Dr. James Fujimoto, who was inspired by advances in high-speed photography and lasers to start developing potential methods that would enable doctors to get better images of what was happening inside of people’s bodies. The goal, he told Forbes, was to develop… More.


In 1991, the trio published their first paper describing the technique they invented. “In less than a year, we were able to develop this new imaging technology, which in retrospect was pretty unusual,” Huang told Forbes.

Since the publication of that first paper, OCT has grown into a nearly $2 billion market. Doctors now routinely use the technology to diagnose diseases such as glaucoma, diabetes-related vision impairment and even coronary artery disease. “The impact on public health can be very large,” Fujimoto said. “If you can preserve vision, for example, to the point where patients can continue to drive a car, that’s a major change in lifestyle and an impact on quality of life.”

On Thursday, the Lasker Foundation awarded Fujimoto, Huang and Swanson its annual $250,000 award for Clinical Medical Research. The Foundation has been handing out its annual awards since 1945, which this year include two other categories: Basic Medical Research and Special Achievement in Medical Science. Many winners of these prizes have often gone on to win other scientific honors, including the Nobel Prize.

ChatGPT’s crypto token makes $12 million in trading on day 1

The developer also used OpenAI’s DALL-E to create an image for the token.

ChatGPT just engineered, designed, and marketed a cryptocurrency coin called AstroPepeX. The developer, who goes by the name CroissantEth on X, used the AI chatbot to write a crypto contract to create its own token on the blockchain, gave the name ‘AstroPepeX’ to the token, and even created a ticker – $APX for it.

At first, ChatGPT suggested ‘FluffyUnicorn Coin’ for the crypto name, but CroissantEth didn’t like it, so it gave the chatbot more context about cryptocurrencies.