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 AI: Making Predictions Understandable

MIT researchers developed a system using large language models to convert complex AI explanations into plain language, improving user understanding. The system evaluates the quality of the narrative, allowing users to trust machine-learning predictions and customize explanations to meet specific needs.

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.

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.

Accelerate Cluster Procurement with SageMaker HyperPod Training

Organizations are leveraging Amazon SageMaker HyperPod training plans to access accelerated compute resources for customizing large language models, improving model efficacy across various sectors. This solution addresses the challenge of securing reliable compute capacity for model training, offering scalable and cost-effective options for organizations seeking to harness the power of LLMs wit...

Building Decision Tree Regression with C# in Visual Studio

Article: 'Decision Tree Regression from Scratch Using C#' presents a demo on implementing decision tree regression without recursion or pointers. The accuracy of the model on training data is high, but overfitting is a challenge addressed by using ensemble techniques.

Trump Taps David Sacks as AI and Crypto 'Czar'

Trump nominates David Sacks, ex-PayPal COO, as White House AI and crypto czar, rewarding big donors with political power. Sacks, a Silicon Valley insider, hosted a fundraiser that brought in over $12m for the Trump campaign.