Weekly Piece of Future #35
From Brain Implants to Recovery of Walking after Paralysis and AI Chips for 5 Trillion Parameter LLMs
Hey there, fellow future-addicts!
Welcome to this week's edition of Rushing Robotics, your source for the latest and most electrifying advancements in artificial intelligence and technology. In this edition, we dive headfirst into a world where science fiction meets reality.
Imagine a future where our brains seamlessly communicate with computers, where chips possess the power of trillions, and where paralyzed individuals regain the ability to walk. We're at the cutting edge of innovation, where the boundaries of what's possible are constantly being pushed.
In this issue, we explore a groundbreaking strategy that could revolutionize brain implants, allowing for direct communication between the human brain and computers through wireless neural implants. This technology leverages electro-quasistatic fields to achieve broadband connectivity, opening up a realm of possibilities for human-machine interaction.
SambaNova takes center stage with its SN40L chip, a marvel of engineering that can handle AI models with up to 5 trillion parameters. This chip promises rapid and scalable inference and training without compromising model accuracy, earning it the title of a truly "intelligent chip."
We'll also uncover a pivotal moment in spinal cord injury research, where scientists have achieved targeted nerve regeneration, leading to substantial improvements in walking abilities in mice. And meet MilliMobile, a tiny self-driving robot powered solely by light and radio waves, pushing the boundaries of what miniature robots can achieve.
In the realm of quantum computing, researchers at MIT have achieved astounding levels of accuracy, paving the way for quantum error correction. And EnerVenue introduces the next generation of energy storage vessels, a lithium-free solution with impressive longevity.
But that's just the beginning. In our "Industry Insights & Updates" section, we explore Microsoft's exploration of next-generation nuclear reactors for data centers, Amazon's significant investment in Anthropic, and Getty Images' foray into AI creativity.
Meta Platforms is set to unveil AI-powered personality chatbots, and the world of biotech offers exciting developments, from AI-assisted brain surgery to a potential link between early puberty and blue light exposure.
And don't miss our "Products/tools of the week" section, featuring innovative platforms like Clevis, AcademicGPT, Whybot ResearcherGPT-3.55, and Clarifai, designed to empower individuals and businesses with the latest AI tools.
Plus, in our video section, witness the future in action with updates from Tesla, Fourier Intelligence-Robotics, Extend Robotics, Skydio, and KIMLAB.
Join us on this thrilling journey into the world of AI and technology, where the future is now, and the possibilities are truly mind-blowing. And don't forget: stay hungry, stay futurish!
🤯 Mind-Blowing
The future of brain implants is looking brighter with a groundbreaking strategy. Researchers are suggesting the implementation of wireless neural implants for direct communication between the human brain and computers, leveraging the power of electro-quasistatic fields to achieve broadband connectivity.
SambaNova has unveiled a cutting-edge chip that can handle AI models with up to 5 trillion parameters, ensuring rapid and scalable inference and training without compromising model accuracy. The SN40L chip boasts a combination of dense and sparse compute capabilities, along with large and high-speed memory, earning it the title of a truly "intelligent chip."
Scientists have unlocked a promising avenue for the recovery of walking after paralysis by directing characterized neurons to regenerate and reconnect with their natural target region. This targeted nerve regeneration method has led to substantial improvements in walking abilities in mice, marking a pivotal moment in spinal cord injury research.
MilliMobile, a tiny self-driving robot, has been created by researchers, and it operates solely on light and radio waves for its power source. This innovative robot can traverse diverse surfaces such as concrete and packed soil, with the ability to transport payloads up to three times its weight, including cameras and sensors. MilliMobile utilizes a light sensor to automatically navigate toward light sources, ensuring continuous operation through harvested power.
Researchers at MIT have developed a circuit that enhances the accuracy of quantum computing, achieving remarkable results with 99.99 percent accuracy for single-qubit gates and 99.9 percent for two-qubit gates. This breakthrough paves the way for quantum error correction.
EnerVenue has unveiled the next generation of its Energy Storage Vessels (ESV), a lithium-free energy storage solution. The manufacturer asserts that Nickel-hydrogen batteries can endure up to 30,000 cycles, with a lifespan of 30 years while maintaining 86 percent capacity.
🔊 Industry Insights & Updates
OpenAI is rolling out exciting upgrades for ChatGPT, introducing new voice and image features. With these enhancements, ChatGPT users can now "see, hear, and speak."
Amazon has made a significant $4 billion investment in Anthropic, adding fuel to the AI race. Google has already contributed $400 million to the AI company. With this investment, organizations will have access to Claude 2, a versatile tool capable of handling a wide spectrum of tasks, including sophisticated dialogue, creative content generation, complex reasoning, and detailed instruction.
Getty Images is embracing AI creativity with its upcoming tool. Named Generative AI by Getty Images, this tool operates similarly to Adobe's Generative Fill in Photoshop, empowering users to generate content based on a text prompt.
At the upcoming Meta Connect conference, Meta Platforms will unveil AI-powered personality chatbots designed to appeal to younger audiences. These chatbots are equipped with distinct personalities.
🧬 BioTech
Safer brain surgery aided by AI is expected to become a reality within the next two years. In just 10 months, an AI system has analyzed over 200 videos of pituitary surgery, achieving a level of expertise that typically takes a surgeon a decade to acquire. This cutting-edge AI technology is now being used to train aspiring surgeons, enhancing their skills in precise keyhole brain surgery.
A recent study suggests a potential link between early puberty and exposure to blue light from smartphones or tablets. Researchers from Ankara Bilkent City Hospital and Gazi University in Turkey conducted this study on 18 male rats, aged 21 days. They discovered that male rats exposed to blue light exhibited the initial signs of puberty significantly earlier.
In a remarkable medical breakthrough, the second-ever pig heart transplant has proven to be a success. The patient, who suffered from end-stage heart disease, was not a candidate for a traditional human heart transplant.
💡Products/tools of the week
Clevis is a platform designed for ease of use, enabling individuals without coding experience to effortlessly develop AI-powered applications. With advanced functionality, it offers capabilities like text generation, image manipulation, interactive chat interfaces, and more.
AcademicGPT represents a comprehensive set of AI tools carefully designed to assist individuals throughout the intricate process of academic paper composition. This revolutionary platform enables users to seamlessly upload their existing PDF papers and utilize the capabilities of AI algorithms to enhance their writing projects.
Whybot ResearcherGPT-3.55 is a robust AI tool engineered to simplify the understanding of complex subjects. Leveraging the advanced natural language processing abilities of the GPT-3 language model, this tool generates detailed and coherent written responses when presented with questions. It draws insights from a variety of sources and contexts. Users can either craft their own questions or choose from a selection of predefined prompts.
Clarifai stands as the foremost production platform for Generative AI, NLP, and computer vision. It specializes in modeling unstructured data encompassing images, videos, text, and audio. Clarifai harnesses the formidable capabilities of AI to facilitate image labeling with unparalleled precision.
💬 ChatGPT prompts
This week's prompt is AUCDEF. The Adaptive User-Centric Decision Framework (AUCDF) is your all-in-one toolbox for making user interactions smarter, smoother, and more satisfying. Whether you're a business bigwig, a community leader, or just an individual looking to up your game, AUCDF has got your back.
Prompt:
# Prompt
# Background - Diverse User Inputs - User - Input - {User Input}
# Adaptive User-Centric Decision Framework (AUCDF) ## Overview - **Objective**: To efficiently and flexibly address diverse user inputs, generating reliable solutions and next-step options. - **Target Audience**: Businesses, individuals, communities, and other diverse user groups. - **Outcomes**: High user satisfaction, efficient processes, and scalable systems.
## Components and Agents ### Basic Agents 1. **Context Awareness Agent** - Responsibility: Analyze the user's context (location, time, relationships). - Functions: 1. `evaluateContext()`: Evaluate the current context. 2. `updateContext()`: Update the system based on the context.
### Core Agents 1. **Input Analysis Agent** - Responsibility: Analyze the type and intent of the input. - Functions: 1. `detectInputType()`: Determine the type of input. 2. `guideToProcess()`: Direct to the appropriate sub-agent. 2. **User Cognition Agent** - Responsibility: Consider the user’s cognitive processes and interactions. - Functions: 1. `analyzeUserCognition()`: Analyze the user's cognitive state. 2. `adjustInteraction()`: Fine-tune interactions. 3. **Process Decomposition Agent** - Responsibility: Break down the input into specific processing steps. - Functions: 1. `decompose()`: Segment the input. 2. `distribute()`: Distribute the segmented information. 4. **Prompt Generation Agent** - Responsibility: Generate prompts based on the segmented information. - Functions: 1. `generate()`: Generate prompts. 5. **Output Synthesis Agent** - Responsibility: Synthesize all prompt outcomes. - Functions: 1. `synthesize()`: Create the final output.
## Execution Process and Steps ### Pre-process 1. **Context Recognition and Evaluation** - The Context Awareness Agent evaluates the current context and updates the system accordingly. ### Main Process 1. **Input Analysis and Initial Response** - The Input Analysis Agent analyzes the type and intent of the input. - The User Cognition Agent considers the user’s cognitive processes and generates an initial response. 2. **Multi-angle Output and Fact Verification** - The Process Decomposition Agent breaks down the initial response into multi-angle output formats. - The Prompt Generation Agent generates the necessary prompts. 3. **Value Delivery and Meta-Cognitive Analysis** - The Output Synthesis Agent synthesizes all prompt outcomes. - The User Cognition Agent evaluates the value of the generated output. 4. **Option Generation and Final Evaluation** - All agents consolidate their outputs, leading to the final options and evaluations.
### Exception Handling and Feedback Loop - **Adjustment based on User Feedback**: The system collects feedback from the user and makes improvements accordingly. - **Feedback Loop**: A mechanism for continuous improvement and optimization. ## Outcome Generation Formats (High-Resolution Output Styles) - **Reports and Dashboards**: Visually display the value provided to the user and the results of meta-cognitive analysis. - **APIs and Web Services**: Enable integration with other systems. ## Hi, When you receive input from a user, please respond by applying the framework in the prompt!
