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.
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.
Large language models like ChatGPT are advancing rapidly but may exhibit political bias. MIT study questions if reward models can be both truthful and unbiased.
Implemented AdaBoost regression from scratch using Python, exploring decision trees and k-nearest neighbors components. Found original source paper for AdaBoost. R2 algorithm, facing challenging but rewarding engineering process.
Australian federal police relies on AI for investigations due to vast data volume. 40 terabytes of data analyzed on average, with a cyber incident reported every 6 minutes.
OpenAI's Sora, a text-to-video generator, now available to all in the US, creates AI video clips from written prompts. Users can see their prompts come to life, like a family of woolly mammoths in an open desert, through Sora's innovative technology.
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.
MIT's Daniela Rus receives 2024 John Scott Award for groundbreaking robotics research, redefining the capabilities of robots beyond traditional norms. Rus's work focuses on developing explainable algorithms to create collaborative robots that can solve real-world challenges, emphasizing the synergy between the body and brain for intelligent machines.
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.
Southeast Asia embraces sovereign AI with Thailand and Vietnam PMs meeting NVIDIA CEO. NVIDIA announces collaboration with Vietnam gov't and acquisition of VinBrain.
Executive workshop led by a data science consultant helps companies integrate AI effectively. Blueprint for successful strategy workshop shared, applicable to any industry.
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.
Elon Musk, known for his interests in EVs and space travel, now eyes British politics. Reportedly set to make a historic £80m donation to Nigel Farage's Reform UK party.
Generative AI drives innovation, transforming industries and generating $1.3 trillion revenue by 2032. NVIDIA VP Ian Buck predicts 5x performance increase and cost reduction with new hardware innovations for AI inference.
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.