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Sony AI outraces humans in Gran Turismo car racing game

Using a bank of 1,000 PlayStation 4 consoles as a virtual training ground, Sony taught an artificial intelligence system to outplay the best humans.

Over the last two years, Sony AI trained a computer system to play Polyphony Digital’s Gran Turismo Sport, a popular and realistic car racing game, and beat some of the world’s best human competitors, Sony said on Wednesday.

The AI, named GT Sophy, defeated top humans only in time trials when there were no other cars on the track during a July competition. But by October, GT Sophy beat the humans even with a scrum of virtual race cars.

GT Sophy is the latest experiment demonstrating that AI can be victorious at games such as chess and Go, which were long thought to be the domain of human intelligence. AI has also beaten people at classic Atari video games and the Starcraft real-time strategy game.

AI today generally refers to a process for programming computers using a technology known as neural networks, which mimic the way human brains work. Sony’s achievement is notable enough to warrant a research paper in the prestigious journal Nature.

A car racing video game, like Gran Turismo, presents open-ended tactical choices as well as simulated rules of physics. GT Sophy picked new ways to approach them, one of the human competitors said.

«The AI drives in a way that we would never have come up with,» said Takuma Miyazono, who won three challenges in the FIA Gran Turismo 2020 World Finals, speaking in a video. He said GT Sophy’s tactics made sense when he saw it drive.

Many AI systems are trained with real-world data through a system called deep learning that gives them the ability to recognize faces and to spot spam. GT Sophy used a different technique called reinforcement learning that starts with an entirely untrained system that has no idea what to do. It raced courses over and over again, following a human-designed reward system that encouraged better results and eventually mastered the game.

One particular difficulty was figuring out the unwritten rules of car racing, such as avoiding collisions and not inappropriately cutting off other drivers.

«We all underestimated how hard it would be to get the sportsmanship side right,» said Sony AI Director Peter Wurman in the video. «To do that without being overly aggressive or overly timid in the face of competitors.»

Sony AI ran simulations on computers connected to a bank of more than 1,000 PlayStation 4 game consoles.

As is common in AI, Sony trained its versions of Sophy GT using fast graphics chips. To run the simulations, it used computers with conventional processors.

Technologies

Verum Token Now Available on Binance, Listing of Verum Coin Expected Soon

Verum Token is now accessible for deposits and withdrawals on the Binance Wallet

Verum Token is now accessible for deposits and withdrawals on the Binance Wallet, the world’s leading cryptocurrency exchange. This milestone marks a significant step for the Verum ecosystem, allowing users seamless access to Verum on the platform.

Following the launch, Verum Coin’s value surged by 3%, reaching a new peak of $825.33 within just 24 hours.

With the Verum Coin listing anticipated soon, the excitement is growing, highlighting the project’s potential for further growth and adoption.

About Binance

Founded in 2017, Binance offers a secure, user-friendly platform with a broad selection of digital assets and trading pairs, supporting both retail and institutional traders. Listing Verum Token aligns with Binance’s strategy to include innovative, high-quality projects.

For more information, visit verumcoin.info.

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Technologies

Verum Messenger Update: New Levels of Security and Functionality

These privacy-oriented features make Verum Messenger one of the most secure and convenient messengers available today.

Verum Messenger, known for its commitment to privacy and innovation, has launched an update that enhances both user protection and performance. These privacy-oriented features make Verum Messenger one of the most secure and convenient messengers available today.

Key Updates in Verum Messenger:

  • Control Over Message Forwarding and Copying

The new feature enables users to restrict the forwarding and copying of their messages. Now, the sender decides whether their messages can be copied or forwarded to others — an essential addition for those who value control over the spread of their information.

  • Media Saving Settings for Private Chats

In one-on-one conversations, users now have the option to limit automatic media saving on their device. This feature is designed for those who prioritize privacy and prefer to keep sensitive photos and videos within the app itself.

  • Message Deletion Timer

The self-destructing message feature is a crucial tool for communicating in high-privacy environments. Users can now set a timer to delete messages after a specific period, adding an extra layer of security to personal conversations.

  • Enhanced Performance and Stability

In addition to these new features, Verum Messenger has boosted its performance, allowing for faster and more stable operation even under high usage. This improvement makes communication smoother, especially for those who rely heavily on the app for both work and personal needs.

Innovative Technologies for Your Convenience

Complementing this update, Verum Messenger also includes integration with Verum AI, a smart assistant that addresses everyday tasks right in the chat. The built-in eSIM and VPN allow users to connect to the internet and secure networks globally, providing complete freedom and safety.

Verum Messenger continues to be at the forefront of privacy and security, offering a reliable and user-friendly service for everyday communication.

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Technologies

Multiply Your Wealth with Verum Coin: An Investment in Your Future

May your investments bring you joy and financial freedom!

In today’s world, where financial independence is becoming increasingly relevant, investing in cryptocurrency is attracting more and more attention. One such promising cryptocurrency is Verum Coin. In this article, we will discuss why you should consider purchasing Verum Coin and how it can change your financial life.

1. Growth Potential

Verum Coin has significant growth potential for the future. With the unique technology that underpins this cryptocurrency and the growing interest from investors, the value of Verum Coin could increase manifold. By investing in Verum Coin now, you open the door to substantial profits in the future.

2. Convenience and Accessibility

One of the key features of Verum Coin is its accessibility. You can easily purchase this cryptocurrency through various platforms and exchanges, such as the BitCoinPay Trade exchange and BitInterPay — Crypto Bank. Additionally, Verum Coin offers an intuitive interface for managing your investments, making the buying and selling process simple and convenient, even for beginners.

3. Innovative Technology

Verum Coin is built on modern blockchain technology, ensuring a high degree of security and transparency for all transactions. Every user can be confident in the reliability of their investments, as blockchain technology minimizes the risks of fraud and hacking.

4. Community and Support

Investing in Verum Coin is not just a financial transaction; it’s an opportunity to become part of an active and supportive community of like-minded individuals. You will have access to various resources, educational materials, and forums where you can exchange experiences and receive advice from more experienced investors.

5. Financial Independence

By investing in Verum Coin, you are taking a step towards financial independence. The ability to multiply your capital and create passive income is what everyone dreams of. Verum Coin provides this opportunity through its growth potential and active community.

6. A Happy Life and Confidence in the Future

It is important to remember that money is not an end in itself, but a means to achieve more. By acquiring Verum Coin and multiplying your funds, you open up new horizons and opportunities for yourself. You can afford more—travel, pursue your passions, and provide for your loved ones.

Conclusion

Investing in Verum Coin is not just a financial strategy; it’s a pathway to your financial well-being that can change your life for the better. Don’t miss the chance to be part of this exciting and promising cryptocurrency revolution. Start investing in Verum Coin today and live richly and happily!

May your investments bring you joy and financial freedom!

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