NEWS IN BRIEF: AI/ML FRESH UPDATES

Get your daily dose of global tech news and stay ahead in the industry! Read more about AI trends and breakthroughs from around the world.

Decoding Machine Learning Failures

Machine learning pitfalls: overfitting, misleading data, hidden variables. Examples include failed Covid prediction models and water quality system. REFORMS checklist introduced to prevent errors in ML-based science.

Unlocking the Power of Direct Preference Optimization

The Direct Preference Optimization paper introduces a new way to fine-tune foundation models, leading to impressive performance gains with fewer parameters. The method replaces the need for a separate reward model, revolutionizing the way LLMs are optimized.

ML Deployment: From Model to Cloud in Python

Article highlights deploying ML models in the cloud, combining CS and DS fields, and overcoming memory limitations in model deployment. Key technologies include Detectron2, Django, Docker, Celery, Heroku, and AWS S3.

AI Revolutionizing Image Text Editing

AI models like STEFANN, SRNet, TextDiffuser, and AnyText are revolutionizing Scene Text Editing, making it easier to modify text in images while preserving aesthetics. Companies like Alibaba and Baidu are actively researching and implementing STE for practical applications like enhancing text recognition systems.

'GeForce NOW: 1,800 Games and Counting'

GeForce NOW celebrates 4th anniversary with new games like Tales of Arise and Nightingale. Access over 1,800 titles, including Cyberpunk 2077 and Assassin's Creed Valhalla, in the cloud for seamless gaming experience.

GTC 2024: Don't Miss Out on These 7 Unmissable Reasons!

NVIDIA's GTC 2024 in San Jose promises a crucible of innovation with 900+ sessions and 300 exhibits, featuring industry giants like Amazon, Ford, Pixar, and more. Don't miss the Transforming AI Panel with the original architects of the transformer neural network, plus networking events and cutting-edge exhibits to stay ahead in AI.

Stability AI Unveils Stable Diffusion 3: Next-Gen Image Generator

Stability AI unveils Stable Diffusion 3, a cutting-edge image-synthesis model promising enhanced quality and accuracy in text generation. The open-weights model family ranges from 800 million to 8 billion parameters, allowing for local deployment on various devices and challenging proprietary models like OpenAI's DALL-E 3.

Google's AI Diversity Backlash

Google pauses Gemini AI image-synthesis feature due to inaccurate depictions of diversity, sparking controversy and conspiracy theories. Critics accuse Google of rewriting history and discriminating against white people.