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

Revolutionizing AI Content with Citation Tool

MIT CSAIL researchers developed ContextCite, a tool to enhance trust in AI-generated content by identifying external context sources. This tool helps users verify statements, trace errors back to sources, and detect hallucinated information.

Unbiased AI: Accuracy Preserved

MIT researchers developed a new technique to improve machine-learning model accuracy for underrepresented groups by removing specific data points. This method addresses hidden biases in training datasets, ensuring fair predictions for all individuals.

Enhancing Presentations with Multimodal Foundation Models

Two approaches to gain insights on multimodal data: embed first, infer later with Amazon Titan Multimodal Embeddings, and infer first, embed later with Anthropic’s Claude 3 Sonnet. Evaluation using SlideVQA dataset, providing concise responses to user questions.

Introducing Pixtral 12B on Amazon SageMaker JumpStart

Pixtral 12B, Mistral AI's cutting-edge vision language model, excels in text-only and multimodal tasks, outperforming other models. It features a novel architecture with a 400-million-parameter vision encoder and a 12-billion-parameter transformer decoder, offering high performance and speed for understanding images and documents.

Maximizing LLM Performance: The Power of Hybrid Models

Implementing Speculative and Contrastive Decoding enhances text generation quality and efficiency using large and small language models. Contrastive Decoding prioritizes tokens with the largest probability difference between models for high-quality outputs.

AI Saves Lives: Reducing Stillbirths in Malawi

The only hospital in the country using foetal safety software reduced baby fatalities by 82% in 3 years. A routine ultrasound at Area 25 health centre in Malawi's capital saved Ellen Kaphamtengo's baby from potential asphyxia.

Enhancing GPS Accuracy: Mapping Kinematic Solutions

Geospatial datasets use dead reckoning to infer GPS locations between known points, impacting data quality and value. Telematics data from vehicles includes various signals like GPS location, speed, and more, with implications for data handling and analysis.