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LANL's On-Chip AI Algorithms Significantly Reduce Power Consumption in Deep Learning

Innovative neuromorphic processing achieves high accuracy with minimal energy usage, paving the way for efficient AI applications.

Welcome back, AI Enthusiasts!

In today’s AI summary rundown:

  1. Neuromorphic Backpropagation Achieves High Accuracy: Los Alamos National Laboratory (LANL) researchers have developed a spiking neural network implementation of the backpropagation algorithm, achieving over 96% inference accuracy on the MNIST dataset.

  1. Significant Power Reduction: The on-chip implementation processes data at the same speed as traditional methods but uses only 2.5% of the power, addressing the high energy demands of deep learning applications.

  2. Recognition for Innovation: The team's fully on-chip, multi-layer neuromorphic backpropagation algorithm earned them an R&D 100 award in 2022, highlighting its potential to revolutionize energy-efficient AI hardware.

Read time is 4 min..

Insight: NASA AI Reveals Earth's Hidden Secrets

  • Simplifying Earth Science Data

    NASA's "Earth Copilot," developed with Microsoft, uses AI to make its vast Earth science data accessible through conversational queries, covering topics like weather, air quality, and deforestation.

  • Unique Features and Accessibility

    The tool translates complex data into plain language and will soon be integrated into NASA's VEDA platform for public use, democratizing scientific insights.

  • Tackling Big Data with Innovation

    With data expected to reach 250 petabytes by 2025, Earth Copilot efficiently processes and analyzes vast datasets, revolutionizing how users interact with environmental information.

  • Advancing Public Understanding

    By leveraging AI, NASA aims to make Earth science more approachable, fostering greater environmental awareness and smarter decision-making.

  • Conclusion

    NASA’s Earth Copilot represents a transformative step in making complex Earth science data accessible to all. By blending AI innovation with user-friendly features, it empowers individuals and researchers alike to better understand and address pressing environmental challenges.

AI Training: Tutorial of the Day

Today, let’s explore how to automate tasks with ChatGPT’s API in just a few steps! 🚀

Step 1: Get Your API Key

  • Go to OpenAI.

  • Log in and copy your unique API key.

Step 2: Install the Library

Run this command in your terminal to install OpenAI's Python library:

pip install openai

Step 3: Write a Script

Create a Python file and paste this code:

python

import openai

openai.api_key = "your_api_key_here"

response = openai.Completion.create(

    engine="text-davinci-003",

    prompt="Write a friendly email greeting.",

    max_tokens=20

)

print(response.choices[0].text.strip())

Step 4: Run and Adjust

Run the script and tweak the prompt or max_tokens to customize results.

That’s it! You’ve just automated your first task with AI. 🎉

Quirky AI Tools

  1. FlowXO is a user-friendly platform for building chatbots that work across various channels like Facebook Messenger, Slack, Telegram, and websites. It requires no coding, making it perfect for non-technical users. Businesses can design custom workflows to automate repetitive tasks, streamline customer support, and enhance engagement. With integrations to over 100 apps, FlowXO is ideal for lead generation, e-commerce, and customer service automation.

  1. Deepgram is an advanced speech-to-text tool that uses AI to transcribe and analyze audio data with high accuracy. It supports both real-time and batch processing, making it versatile for various use cases. Deepgram’s customizable models handle industry-specific jargon and accents, and its API allows seamless integration into existing workflows. This tool is perfect for transcribing meetings, analyzing call center interactions, or powering voice-enabled apps.

  1. Hebbia is an AI-powered research assistant designed to simplify data extraction and analysis. It uses a neural search engine to process large datasets, documents, or emails quickly and efficiently. Hebbia is perfect for reviewing contracts, analyzing reports, or conducting academic research, offering businesses and individuals an easy way to find insights while maintaining data security.

  2. Luma Labs Dream Machine is an AI tool for creating high-quality 3D models from images or videos. It allows users to bring their creative visions to life with minimal effort. Ideal for game designers, animators, and product developers, Dream Machine simplifies 3D modeling while maintaining exceptional quality, enabling innovative projects across various industries.

Trending AI Startups

  1. PhrasIQ

    PhrasIQ specializes in delivering high-quality data and AI solutions tailored for enterprises. Their services encompass Generative AI, Reinforcement Learning with Human Feedback (RLHF), and Large Language Model (LLM) fine-tuning. They cater to diverse sectors, including healthcare, automotive, finance, AR/VR, manufacturing, entertainment, gaming, retail, agriculture, e-commerce, and defense. PhrasIQ emphasizes ethical AI development and offers customized solutions to accelerate time-to-market, ensuring efficient model training and deployment.

  2. Reachify

    Reachify leverages advanced AI technology to enhance marketing strategies. Their AI-powered software solutions automate and optimize marketing efforts, providing tools like Reachify CRM for growth insights, Reachify APP for marketing excellence, and Reachify Teams for seamless team collaboration. Reachify's platform is designed to streamline operations, improve accuracy, and offer comprehensive analytics, making it suitable for businesses of all sizes aiming to elevate their marketing game.

  3. ESAI

    ESAI offers AI-powered storytelling tools aimed at assisting students in the college application process. Their platform provides a suite of tools to help users brainstorm topics, outline essays, edit writing, and match skills to specific schools. ESAI's goal is to save students time and money by providing a custom strategy to make their applications stand out.

  4. Xenara AI

    Xenara AI focuses on revolutionizing customer engagement through AI-driven solutions. Their platform, Serius 1, is an AI customer service agent designed to handle over 90% of daily inquiries and resolve issues 98% faster. By merging human empathy with AI, Xenara aims to deliver a human-quality customer experience, allowing businesses to scale support effortlessly and empower teams to focus on high-value tasks.

AI-Generated Image of the Day

Prompt: Create an image of a woman sketching on a blanket in a vibrant park with flowers, trees, and sunlight streaming through the leaves --ar 3:4 --v 6.0 --style raw

Tip: keep it simple and thoughtful

Question of the Day

1. Should AI algorithms be more transparent to users to build trust?

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Today’s Meme 

That’s a Wrap 

That’s it for today’s news in the world of AI!

If you have anything interesting to share, please reach out to us by sending us a DM on Twitter: @dthareja or email me at [email protected]

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Until next time!

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