NEWS IN BRIEF: AI/ML FRESH UPDATES

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Unveiling the Dangers and Potential Benefits of Audio Deepfakes

Recent bad press on audio deepfakes include a robocall impersonating Joe Biden, while spear-phishers target individuals for money. MIT postdoc Nauman Dawalatabad discusses ethical concerns and benefits of audio deepfakes in society, emphasizing the need for privacy safeguards and detection techniques.

The Art of AI Translation: Balancing Speed and Quality

Translation algorithms have advanced, but can they handle literature? Pushkin likened translators to "stage horses of enlightenment," emphasizing the importance of human touch in conveying ideas. Despite AI's speed, the European parliament's new AI legislation highlights the need for transparency and compliance with copyright laws.

PGA TOUR's AI Journey: Concept to Prototype

Generative AI advancements have revolutionized intelligent systems, enabling rapid development of a Q&A chatbot for PGA TOUR. The collaboration with AWS resulted in a prototype virtual assistant using Amazon Bedrock, offering seamless fan engagement with data extraction and interactive capabilities.

Streamlining Code Review with Amazon Bedrock AI

Managers in software development face challenges such as lack of technical expertise, time constraints, and manual effort in code review. Amazon Bedrock offers a solution using AI and AWS tools to streamline the review and approval process, allowing for efficient deployment of code changes.

AI-Powered Audio and Text Chat Moderation for Online Communities

Online gaming and social communities utilize voice and text chat for communication. AWS services like Amazon Transcribe and Comprehend offer solutions for audio chat moderation, balancing simplicity, latency, cost, and flexibility. Sample code available on GitHub for toxic content detection in audio conversations.

AI Assistant Chats Vulnerable to Hackers

AI assistants are accessing private thoughts and business secrets, with researchers uncovering a flaw in OpenAI's encryption. Attack can decipher responses with high accuracy, exposing sensitive topics and potentially compromising privacy.