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'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.
Amazon Q Business uses generative AI to boost employee productivity with real-time data access and seamless integration with enterprise apps through plugins. Employees can perform actions and access non-indexed data across multiple applications using natural language, streamlining workflows and saving time.
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.
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.
Southeast Asia embraces sovereign AI with Thailand and Vietnam PMs meeting NVIDIA CEO. NVIDIA announces collaboration with Vietnam gov't and acquisition of VinBrain.
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.
Executive workshop led by a data science consultant helps companies integrate AI effectively. Blueprint for successful strategy workshop shared, applicable to any industry.
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.
Learn to chat with images using Llama 3.2-Vision, a cutting-edge multimodal LLM by Meta. Explore its OCR and reasoning skills on Colab notebook for local execution.
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.
Nobel-winning economist Daron Acemoglu examines AI's impact on economic growth and productivity, estimating a modest increase of 1.1 to 1.6 percent in GDP over the next decade. Research shows about 20-23% of U.S. job tasks could be automated with AI, with potential cost savings of 27%.
Automating scientific code documentation with GPT for streamlined workflows. Goal: Transition from code to comprehensive documents efficiently and consistently.
AI system used by UK gov to detect welfare fraud shows bias based on age, disability, marital status, nationality. Internal assessment reveals certain groups are more likely to be investigated for fraud.
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.