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New Stanford Research Shows Differences Between Brains of Girls and Boys With Autism

Brain organization differs between boys and girls with autism, according to a new study from the Stanford University School of Medicine.

The differences, identified by analyzing hundreds of brain scans with artificial intelligence techniques, were unique to autism and not found in typically developing boys and girls. The research helps explain why autism symptoms differ between the sexes and may pave the way for better diagnostics for girls, according to the scientists.

Autism is a developmental disorder with a spectrum of severity. Affected children have social and communication deficits, show restricted interests and display repetitive behaviors. The original description of autism, published in 1943 by Leo Kanner, MD, was biased toward male patients. The disorder is diagnosed in four times as many boys as girls, and most autism research has focused on males.

New Chip Can Prevent Hackers From Extracting Hidden Information From Smart Devices

Engineers build a lower-energy chip that can prevent hackers from extracting hidden information from a smart device.

A heart attack patient, recently discharged from the hospital, is using a smartwatch to help monitor his electrocardiogram signals. The smartwatch may seem secure, but the neural network processing that health information is using private data that could still be stolen by a malicious agent through a side-channel attack.

A side-channel attack seeks to gather secret information by indirectly exploiting a system or its hardware. In one type of side-channel attack, a savvy hacker could monitor fluctuations in the device’s power consumption while the neural network is operating to extract protected information that “leaks” out of the device.

Meta is working on an AI ‘builder bot’ for the metaverse

Mark Zuckerberg may still be explaining exactly what the metaverse is, but the Meta CEO just showed off another technology he says will be crucial to the company’s vision of creating immersive environments. Meta’s AI researchers are working on a voice-powered bot that allows users to change their virtual surroundings with voice commands.

Zuckerberg demoed an early version of the concept, called Builder Bot, at a virtual event detailing the company’s latest AI research.

“It enables you to describe a world and then it will generate aspects of that world for you,” Zuckerberg said. In his demo, he and another Meta employee used voice commands to create a very basic beach scene with a picnic table, clouds, and, yes, Zuckerberg’s signature hydrofoil. They also added some sound effects of seagulls and ocean waves.

Future Day talk

Topic: James Hughes — The Future of Work (Future Day Talk) Time: Mar 1, 2022 08:00 AM Canberra, Melbourne, Sydney Join Zoom Meeting https://us02web.zoom.us/j/81306102463?pwd=eDBldno3cUdZZGcxVHoxNEJ1RkgrUT09 Meeting ID: 813 0610 2,463 Passcode: Q6VzpF

As part of the annual Future Day celebration, James Hughes will join us that may concern you — ‘The Future of Work’. Zoom details coming soon!

Abstract: The pandemic has launched a debate about the future of work around the world. Those who can work remotely have often found they prefer remote or flexible, hybrid options. The Great Resignation has put upward pressure on wages and benefits in the service sector, encouraging the implementation of automation. Climate change mitigation is encouraging a shift towards “green jobs.” Rapid changes in the labor market have made the payoffs of higher education uncertain for young people, while many societies are entering an old-age dependency crisis with too few workers paying taxes for growing numbers of pensioners. Before the pandemic proposals for universal basic income (UBI) were seen as necessary adaptations to imminent technological unemployment, and the during the pandemic many countries provided temporary UBI to keep people safe. We are now poised for a global discussion about whether we need to work at all, and what kinds of jobs are desirable.

Startups scramble in wake of Ukraine invasion

Welcome to Startups Weekly, a fresh human-first take on this week’s startup news and trends. To get this in your inbox, subscribe here.

I’m doing an abbreviated newsletter this week as I want to spend most of my energy amplifying the brave journalists on the ground reporting about this scary time. As so many have said — far more eloquently than me — the invasion of Ukraine is a story that impacts all of us, whether we’re on the ground there or not. And it’s hard to celebrate a funding round when scary times are the moment.

My brilliant colleagues put together a story on how the tech industry is responding to Russia’s invasion of Ukraine; I urge you to read it. While the situation is still ongoing, it’s clear that it’s already a tech story. And startups such as Grammarly, Ajax, People AI and Preply, backed by some of the world’s biggest VCs, are scrambling to support employees and operations amid the invasion.

A Chinese Company Says It Will Be Selling Driverless Cars by 2024

Mobileye is an an Israeli subsidiary of chipmaker Intel (who knew?) that develops self-driving cars and advanced driver-assistance systems. This week at CES the company announced a new chip called EyeQ Ultra, part of its system-on-a-chip line, saying the chip will be able to do 176 trillion operations per second and is purpose-built for autonomous driving.

Geely, meanwhile, is a carmaker based in Hangzhou, China. Founded in 1997, the company’s full name is Zhejiang Geely Holding Group; they’re the largest private automaker in China, and reportedly sold over 1.3 million cars in 2020. Among Geely’s holdings is Swedish carmaker Volvo, as well as an electric vehicle brand called Zeekr that was launched in March of 2021.

The new self-driving car will be a collaboration between Geely and Mobileye, and will be produced under the Zeekr brand. To be clear, the car still won’t quite approach the put-your-feet-up driverless vision. There are five levels of automation in driving, with Level 5 being full autonomy, in which the vehicle can drive itself anywhere (around cities, on highways, on rural roads, etc.) in any conditions (rain, sun, fog, etc.) without human intervention. The Zeekr car will supposedly be Level 4, which means it will be able to operate without a safety driver under certain conditions (namely, good weather), and will still have a steering wheel.

Smart Factory: What It Is and the Vital Solutions You Need to Build One

What is a smart factory? It is a shop floor that adopts smart manufacturing, manufacturing that uses technologies and solutions—like AI and IoT—arising from Industry 4.0 to optimize the production process…


Industrial revolutions then, and now

To fully grasp what smart factory is and where it’s headed, we must first understand the history of manufacturing.

It all began with the First Industrial Revolution, which introduced machines to factories and farms in the mid-18th century. In the past 250 or so years, manufacturing has evolved from handwork to machines like the spinning jenny, from the rise of machines to automobiles which were first introduced to the general public by Henry Ford in 1908, and from new inventions to digital technologies that made semiconductors, computers and the Internet possible.

Meta plans to develop A.I. translator capable of translating 100s of languages

Now, that’s a superpower!What if you could speak every language on Earth? You would travel around the globe with ease making new friends everywhere.


The firm is working on building an A.I.-focused universal instantaneous speech translator and it could forever change how we communicate.

A powerful translating A.I.

CEO of Meta Mark Zuckerberg announced this new development during an online event Wednesday. “The ability to communicate with anyone in any language — that’s a superpower people have dreamed of forever, and A.I. is going to deliver that in our lifetimes,” he said.

Decentralized Manufacturing of Advanced Therapies

Medcalf: Because you’re moving away from the economics of scale to closer to the clinic, the batches are smaller and some of the traditional paradigms for quality assurance, such as proof of sterility, are harder to arrange. Thus, you need to have a manufacturing system that includes quality assurance within the system itself.

Automation is often presented as a way to remove the single largest source of infective risk, i.e. the human operator. For example, the self-sterilizing reusable units being developed at the University of Osaka under Professor Masahiro Kino-oka allow small-scale production with a high degree of confidence in the aseptic management of the environment.

Another challenge is defining a product that has variable characteristics. The main reason for decentralizing is to allow customization to a patient, which means you need to have a hierarchy of levels of specification. For example, with bioprinting, which also produces a customized product, you need to define bulk properties, but you also need to set constraints around how it’s anchored or implanted into the patient.

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