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- 🤖 Robots can now teach themselves
🤖 Robots can now teach themselves
PLUS: Apple is planning big things with AI
Interested In AI
October 30, 2023
Weekly AI Newsletter
Good morning AI Enthusiasts!
In today’s newsletter:
🤖 Robots can now teach themselves thanks to NVIDIA
👀 New AI System Rectifies Hallucinations in AI Models
🔥 Apple is planning big things with AI
⚒️ 10 New AI Tools
⚡ 3 Quick Bites
Major AI News this Week
🤖 Robots can now teach themselves thanks to NVIDIA
Image source: NVIDIA
NVIDIA has unveiled an AI agent, Eureka, which possesses the capability to autonomously generate algorithms for training robots.
This innovation enhances the robot's learning process, allowing them to acquire complex skills at an accelerated pace.
Eureka utilizes large language models to generate reward code for robot reinforcement learning, continuously refining itself by evaluating results and adapting rewards. Impressively, in tests, Eureka outperformed human-written algorithms over 80% of the time.
This advancement signals a future in which robots can learn skills with the same adaptability as humans, marking a significant leap in robotics development.
👀 New AI System Rectifies Hallucinations in AI Models
Image source: Canva AI
Chinese researchers have introduced 'Woodpecker,' a system designed to identify and correct hallucinations in multimodal AI models like GPT-4.
Hallucinations, which involve generating inaccurate information, are a recurring challenge in conversational AI.
Woodpecker employs a 5-stage pipeline to validate text against images, highlighting inconsistencies.
Remarkably, it enhanced the accuracy of MiniGPT-4 by more than 30% in benchmarks through transparent adjustments.
This training-free correction method proves to be more efficient than previous approaches that required retraining models.
Woodpecker's emergence could mark a significant step toward enhancing the reliability of AI-generated outputs, particularly in the context of hallucination issues.
🔥 Apple is planning big things with AI
Image source: Canva AI
According to a recent Bloomberg report, Apple is actively responding to the AI wave after initially being caught off-guard.
The company plans to integrate generative AI into all of its products to keep pace with its competitors.
This move includes the deep integration of a new Siri version, which will be powered by a proprietary large language model. Anticipated AI features involve improving auto-complete in Messages, playlist generation in Music, providing code suggestions in Xcode, and more.
Nevertheless, Apple faces internal concerns regarding whether its AI technology can match the capabilities of models like ChatGPT, LaMDA, and Claude. The company is also deliberating the trade-offs between on-device and cloud processing for various AI features.
Apple recognizes the importance of maintaining its reputation and is making strides to regain a leading position in AI. Expect to see bold actions from the tech giant.
⚒️ New AI Tools
Altero AI - Discover B2B Leads with Altero AI to Supercharge Your Business Growth
OctiAI - Revolutionizing Prompt Generation with Cutting-Edge AI
Descript - Unleash AI-Powered Video and Podcast Editing Magic
Pictory - Transform Long-Form Content into Branded Short Videos Automatically
Chatbase - Craft a ChatGPT-Style Chatbot Widget for Your Website
Synthesia - Create Pro-Quality Videos with AI-Generated Characters
Algo - Unleashes Fresh Creativity with Its Latest Update
Userdesk - Elevate User Support with Cutting-Edge AI Solutions
Graphlit - Power Up Market Intelligence Apps with Reddit and Azure AI
Bardeen - Turbocharge Workflow Efficiency with a No-Code Automation Tool
⚡ Quick Bites
💬Search engine with AI Personalization
You.com, the AI search engine, now offers "Smart Personalization." It personalizes search results by learning and adapting to users' interests and preferences over time, all without using sensitive data. This feature enhances the user's search experience by providing more relevant results.
🔍 Wikipedia and AI?
A recent study demonstrated that AI can enhance the quality of references on Wikipedia. It can identify and replace faulty links with better sources. In tests, this AI tool suggested higher quality citations in almost half of the cases. This innovation holds the potential to improve Wikipedia's reliability and ease the workload of editors.
📷 Pixel Phones' Face-Swap Magic
Google's latest Pixel phones introduce a feature that allows users to effortlessly modify facial expressions in photos using AI. While some users appreciate this convenient photo enhancement, critics caution that it could contribute to a growing challenge where the boundary between reality and manipulation becomes increasingly indistinct.
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