- Big Data News Weekly
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- 🤖 Genie: Best AI Software Engineer
🤖 Genie: Best AI Software Engineer
🦾Plus: 🔥 xAI releases Grok-2, adds image generation on X
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition:
🎯A Reliable Contextual Bandit Algorithm: LinUCB
⚡️Train a diffusion model with PyTorch Lightning
🛠️ 9 Software Architecture Patterns for Distributed Systems
🚀 Google's AI voice chat mode is here!
👨💻 OpenAI redesigns coding benchmark
🤖 The world’s first autonomous AI Scientist
💡 AI Tutorial:How to turn anything into mind maps using AI
🤖 AI Tools and Data Tools to checkout
The realm of the Big Data industry encompasses various aspects, including data centers, cloud services, IoT devices, and predictive analysis tools. However, what does the industry reveal when examined through raw numerical insights? This is precisely what we aim to explore in this comprehensive roundup of Big Data statistics.
The fastest way to build AI apps
Writer is the full-stack generative AI platform for enterprises. Quickly and easily build and deploy AI apps with Writer AI Studio, a suite of developer tools fully integrated with our LLMs, graph-based RAG, AI guardrails, and more.
Use Writer Framework to build Python AI apps with drag-and-drop UI creation, our API and SDKs to integrate AI into your existing codebase, or intuitive no-code tools for business users.
Genie AI, developed by Cosine, has claimed the top spot as the world's leading software engineering model on SWE-Bench, achieving a groundbreaking 30% evaluation score. This advanced AI promises to revolutionize software development through its exceptional capabilities.
A user visits a news website. Which articles should they be shown?…This question was the target of the paper “A Contextual-Bandit Approach to Personalized News Article Recommendation”, which introduced the now famous LinUCB contextual bandit algorithm..
This tutorial will show you how to train a model to generate realistic images from noise using a process called diffusion with PyTorch Lightning and the Hugging Face Diffusers library.
Hello friends, in modern software development, distributed systems are very popular but architects and developers face the challenge of designing systems that efficiently manage data and facilitate seamless communication between various components.
👨💻 Data Tools, Libraries
Tart
Tart is a virtualization toolset to build, run and manage macOS and Linux virtual machines on Apple Silicon.
astroguard
Code auditing and profiling tool based on gcc for C programs to adhere to NASA's JPL Rule of 10.
spotube
Open source Spotify client that doesn't require Premium nor uses Electron! Available for both desktop & mobile!
FireDBG
Time Travel Visual Debugger for Rust.
AI News:
Google just launched Gemini Live, a mobile conversational AI with advanced voice capabilities, while OpenAI’s ChatGPT voice mode remains in its “limited alpha phase” and is not yet available to everyone.
Gemini Live, Google’s answer to OpenAI’s Advanced Voice Mode, is capable of “in-depth“ hands-free conversations and has 10 different human-like voice options.
xAI has launched Grok-2 and Grok-2 mini, expanding their AI capabilities to include image generation on the X platform, targeting Premium users.
Key Points:
Grok-2 and its mini variant are now in beta on X.
The AI models offer advanced reasoning, coding, and chat capabilities.
Image generation, currently unrestricted, may raise concerns about misinformation.
The AI Scientist, the first comprehensive system for fully automatic scientific discovery, enabling Foundation Models such as Large Language Models (LLMs) to perform research independently. In collaboration with the Foerster Lab for AI Research at the University of Oxford and Jeff Clune and Cong Lu at the University of British Columbia, we’re excited to release our new paper, The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.
OpenAI and the authors of SWE-bench collaborated to redesign the popular software engineering benchmark and release ‘SWE-bench Verified’, a human-validated subset of the original benchmark.
Abu Dhabi-backed Technology Innovation Institute (TII), a research organization working on new-age technologies across domains like artificial intelligence, quantum computing and autonomous robotics, released a new open-source model called Falcon Mamba 7B.
AI Tutorial
How to turn anything into mind maps using AI
Go to Mapify’s website and sign up to get credits.
Insert your data source (PDF, YouTube Video, Image, Audio, etc) and click on the Mapify button.
Wait for a few seconds and that's it!
You can even prompt it and use given templates to visualize data as per your need.
Example prompt: SWOT analysis for [insert your business idea]
You can use it to brainstorm ideas, make outlines, plan projects, develop strategies, explain concepts, analyze topics, create timelines, and more.
🔥Top AI tools to increase productivity:
Marblism generates a fully-functional web application from a single prompt:
Clipwing A tool for cutting long videos into dozens of short clips
aiPDF is an innovative, multi-modal tool designed to work with a wide array of inputs, including ebooks, web articles, YouTube videos, podcasts.
🎭 FaceStudio - The Fastest Way to Create Realistic Faces Online!
🛫️ Flot - No.1 AI Copilot for All Apps, Docs, and Websites! Take your productivity to new heights with Flot
🐦 GPT The Tweet Analyst - Get ready to elevate your Twitter (X) game!
Caley.io is newsletter management and email analytics
View our database of all the best AI tools for your needs: aitoolsup.com
Have cool resources to share? Submit AI tool
A.I. Generated Image of the Day
👀 Masterpiece close-up illustration of her highness the Intergalactic princess Iikhy the fair
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