MIT's LIDS team develops software to evaluate and improve text classifiers for automated conversations, ensuring accuracy and reliability. Chatbots and online information sites are increasingly using sophisticated algorithms to classify content, raising concerns about accuracy and potential vulnerabilities.
Elon Musk accuses Apple of antitrust violation over app rankings, sparking feud with OpenAI CEO. xAI threatens legal action.
Machine learning regression models aim to predict a numeric value. Key evaluation metrics include MSE, RMSE, and R2 for model accuracy. R2 measures how well a model predicts compared to guessing the average y values.
US medical journal warns against using ChatGPT for health info after man develops bromism from advice to cut salt. Annals of Internal Medicine reports rare bromide toxicity case linked to AI chatbot.
Labor appoints team to review 2025 campaign victory, focusing on cyber misinformation and AI threats. Despite historic win, party aims to enhance future campaign readiness.
New series on transforming Australia's economy features Nobel laureate Daron Acemoglu's roadmap for AI adoption. Genuine productivity comes when technology augments human capability.
Lexbe leveraged Amazon Bedrock to revolutionize legal document review with AI and machine learning, enhancing efficiency and accuracy. By integrating Amazon Bedrock into Lexbe Pilot, legal teams can quickly extract insights from massive datasets, preventing costly oversights.
Amazon SageMaker Unified Studio streamlines data, analytics, and AI workflows. Challenges include scaling, automation, and governance controls. Architectural strategies and a scalable framework help manage multi-tenant environments and automate AIOps in SageMaker Unified Studio.
Indegene Limited utilizes Amazon technology to extract valuable insights from digital healthcare conversations, helping pharmaceutical companies engage effectively with patients and healthcare professionals. The company's Social Intelligence Solution uses advanced AI to address the growing preference for digital channels, providing strategic insights for the life sciences industry.
NVIDIA introduces RTX PRO 4000 SFF and RTX PRO 2000 GPUs with AI acceleration for professional workflows, offering higher performance in compact sizes. Businesses like Mile High Flood District and Studio Tim Fu are benefiting from the speed and efficiency of NVIDIA RTX PRO GPUs for tasks like flood simulations and AI-driven design.
OpenAI's GPT-OSS models, gpt-oss-20b and gpt-oss-120b, available on AWS with MoE architecture for high reasoning performance and reduced compute costs. Fine-tuning transforms models into domain-specific experts, enhancing accuracy and reliability for targeted tasks.
Australia's Productivity Commission may exempt text and data mining in Copyright Act. From typewriters to Commodore 64, technology evolution impacts journalism industry.
Amazon Devices & Services utilizes NVIDIA digital twin tech to enhance manufacturing with AI software, training robots for product auditing and integration without physical prototyping. This innovative approach offers faster, more efficient inspections and enables flexible production pipelines for diverse products using simulation-first techniques.
AI agents, like NVIDIA Nemotron and Cosmos, are driving $450 billion in revenue gains by 2028. These models offer highest accuracy and efficiency for enterprise AI, enhancing productivity and decision-making.
Extracting text from PDFs can be challenging due to their visual nature. The leading C# libraries for this task are iText and PdfPig, with Python's PyMuPDF being the superior choice.