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Towards provably efficient quantum algorithms for large-scale machine-learning models

It is still unclear whether and how quantum computing might prove useful in solving known large-scale classical machine learning problems. Here, the authors show that variants of known quantum algorithms for solving differential equations can provide an advantage in solving some instances of stochastic gradient descent dynamics.

Steam :: Steamworks Development :: AI Content on Steam

Valve has changed its policy and will now allow games made by AI, or that use AI generated content, to be sold on Steam.


Back in June, we shared that while our goal continues to be shipping as many games as possible on Steam, we needed some time to learn about the fast-moving and legally murky space of AI technology, especially given Steam’s worldwide reach. Today, after spending the last few months learning more about this space and talking with game developers, we are making changes to how we handle games that use AI technology. This will enable us to release the vast majority of games that use it.

Spy Vs. Spy: In The ChatGPT Era, Who’s On First?

Adam Stern is Founder and CEO of Infinitely Virtual, provider of cloud technology solutions, based in Los Angeles. Twitter: @iv_cloudhosting

Back in the 1960s, when the U.S. faced off against the Soviets, MAD Magazine initiated a snarky proxy war in the form of a recurring comic strip that pitted two animated spies attempting to outsmart each other. In “Spy vs. Spy,” there were no permanent victors.

Fast forward to the ChatGPT generation. In cybersecurity, it’s AI vs AI now, and the black-hatted figure versus the guy in the white hat is no longer as binary as it once was.

The 5th Industrial Revolution as an engine for human longevity

Before delving into the prospects of the Fifth Industrial Revolution, let’s reflect on the legacy of its predecessor. The Fourth Industrial Revolution, characterised by the fusion of digital, physical, and biological systems, has already transformed the way we live and work. It brought us AI, blockchain, the Internet of Things, and more. However, it also raised concerns about automation’s impact on employment and privacy, leaving us with a mixed legacy.

The promise of the Fifth Industrial Revolution.

The Fifth Industrial Revolution represents a quantum leap forward. At its core, it combines AI, advanced biotechnology, nanotechnology, and quantum computing to usher in a new era of possibilities. One of its most compelling promises is the extension of human life. With breakthroughs in genetic engineering, regenerative medicine, and AI-driven healthcare, we are inching closer to not just treating diseases but preventing them altogether. It’s a vision where aging is not an inevitability, but a challenge to overcome.

A new robot constitution that won’t kill humans by Google

Google introduces AutoRT, SARA-RT, and RT-Trajectory.


Imagine having a personal helper robot that can tidy up your home or cook a tasty meal with just a simple request. Sounds futuristic, right? But for robots to understand and tackle these everyday tasks, they need a deep understanding of the world around them.

Google’s recent announcement brings us closer to this futuristic reality. They’ve unveiled a trio of advancements—AutoRT, SARA-RT, and RT-Trajectory—that push the boundaries of robotics research. These breakthroughs aim to help robots make faster decisions, comprehend their surroundings better, and move around more efficiently.

Google-backed MathGPT sets record, beats ChatGPT and Microsoft AI models

Mathpresso, the creator of QANDA — Asia’s most extensive AI-driven learning platform — has announced that their large language model called MathGPT has achieved a new world record in math, beating OpenAI and Microsoft models.

MathGPT reportedly is now ranked no. 1 in benchmarks that evaluate mathematical ability such as ‘MATH’ (12,500 difficult math problems) and ‘GSM8K’ (8,500 elementary school math problems), beating Microsoft’s ‘ToRA 13B’, the model that held the previous record.

In the MATH benchmark, MathGPT surpassed the performance of OpenAI’s GPT-4.