AI-Powered Worms

The future of brain-machine integration.

Author

Magna Ding
September 04, 2024

Hello, AI Enthusiasts!

Happy Wednesday! Today, I want to share two exciting AI technologies with you. Let's look forward to the future.

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NEW THINGS

AI-Powered Worms

A groundbreaking scientific experiment integrates AI with the nervous systems of tiny worms. This partnership between AI and living organisms opens up exciting possibilities for future use, including neurological research and potential medical treatments.

The Details:

  • AI-Guided Worms: Scientists successfully connected AI to the nervous systems of Caenorhabditis elegans worms, allowing the AI to direct the worms toward specific targets. The AI used deep-reinforcement learning, similar to techniques employed in mastering complex games, to control the worms’ movements.

  • Methodology and Results: The AI agent was trained by analyzing data from light stimulation of the worms, which were genetically engineered to respond to light. The AI learned to guide the worms more effectively toward food than they could manage on their own, demonstrating a cooperative interaction between the AI and the worms.

  • Implications for Human Health: The researchers are exploring how this approach might be applied to human neurological treatments, such as improving deep-brain stimulation for Parkinson’s disease. The potential to merge AI with human neural networks could lead to innovative therapies and even new cognitive abilities.

Why It Matters:

This experiment showcases the remarkable potential of AI to interact with and influence biological organisms. The success of guiding worms with AI not only opens up new avenues for medical research but also hints at a future where AI could directly enhance or alter human neurological functions.

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NEW THINGS

World's First AI-Powered Game Engine

Google has developed GameNGen, the world's first AI-powered game engine that can predict the next frame in a live shooter game. This innovative technology represents a major step forward in combining real-time gaming with AI.

The Details:

  • Neural Model-Powered Game Engine: GameNGen utilizes a neural model to power its game engine, allowing it to simulate complex environments in real-time. It can generate frames at over 20 frames per second (FPS) on a single Tensor Processing Unit (TPU), providing a gaming experience comparable to traditional engines.

  • High-Quality Real-Time Simulations: GameNGen achieves over 20 frames per second (FPS) on a single TPU while maintaining visual quality comparable to traditional game engines. The next-frame prediction by the AI model reaches a PSNR of 29.4, making it difficult for players to distinguish between AI-generated frames and actual gameplay.

  • Revolutionizing Gaming Experience: The AI model in GameNGen uses reinforcement learning to learn from recorded sessions, followed by a diffusion model that generates subsequent frames based on past actions. This process enables seamless and realistic gameplay that enhances the player experience.

Why It Matters:

GameNGen marks a transformative moment in the gaming industry. By leveraging AI to predict the next frame in real-time, Google has set a new standard for game engines, potentially revolutionizing how games are created and experienced.

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