NEWS IN BRIEF: AI/ML FRESH UPDATES

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Unveiling the 'Black Box': AI in Health and FDA Approval

The MIT Abdul Latif Jameel Clinic for Machine Learning in Health discussed whether the "black box" decision-making process of AI models should be fully explained for FDA approval. The event also highlighted the need for education, data availability, and collaboration between regulators and medical professionals in the regulation of AI in health.

Unveiling the Impact of Context Windows on Transformer Models

The article discusses the importance of understanding context windows in Transformer training and usage, particularly with the rise of proprietary LLMs and techniques like RAG. It explores how different factors affect the maximum context length a transformer model can process and questions whether bigger is always better.

Create Your Own Custom AI Assistant with OpenAI GPT: A Step-by-Step Guide

OpenAI has released an easy-to-use web tool to create custom AI assistants without coding, requiring only a Google or Microsoft account and a $20/month OpenAI Plus subscription. Users can personalize their AI assistant's name, picture, tone, and interaction style, and enhance its knowledge by uploading specific documents.

Unleashing the Power of LLM-Assisted Data Recipes

This article explores the limitations of using Large Language Models (LLMs) for conversational data analysis and proposes a 'Data Recipes' methodology as an alternative. The methodology allows for the creation of a reusable Data Recipes Library, improving response times and enabling community contribution.

Google's Lumiere: Creating Adorable Animals in Unreal Situations

Google has announced Lumiere, an advanced text-to-animal AI video generator capable of creating realistic videos of cute animals in various scenarios. Lumiere's unique architecture allows it to generate the entire temporal duration of a video at once, achieving global temporal consistency.