Chinese AI company DeepSeek's new chatbot rivals OpenAI's ChatGPT with superior performance and efficiency, causing a stir in US tech stocks. The Guardian explores DeepSeek's breakthrough, addressing security, censorship, and the impact on the US AI industry.
Digital pathology is transforming cancer diagnosis with AI-powered computational pathology. French startup Bioptimus released H-optimus-0, the world's largest FM for pathology, setting a new benchmark in medical diagnostics.
A 6-year Shopify case study reveals the delicate balance between product focus and diversification for optimal business success. Learn how understanding concentration in your product portfolio impacts crucial decisions, with practical strategies and interactive visualizations provided.
Foundation models (FMs) are surpassing supervised learning in text classification tasks, with benefits like rapid development and extensibility using Amazon Bedrock. Travelers and GenAIIC collaborated to build an FM-based classifier for automating service request emails, saving thousands of hours with 91% accuracy.
Amazon Bedrock utilizes generative AI to create intelligent supply chain solutions, mitigating risks and improving agility. Its visual workflow builder connects data sources and AWS services for end-to-end solutions, ensuring resilience in the face of disruptions.
The DeepSeek-R1 model family offers powerful reasoning models for AI enthusiasts, running on NVIDIA GeForce RTX 50 Series GPUs with up to 3,352 trillion operations per second. These models can tackle complex tasks like math, code, and problem-solving, enhancing user experiences on PCs and unlocking agentic workflows.
SoftBank in talks to invest up to $25bn in OpenAI, becoming largest financial backer of ChatGPT startup. Potential $15-25bn deal with San Francisco-based company reported by Financial Times.
Aetion leverages real-world data to uncover hidden insights with Smart Subgroups and generative AI, transforming patient journeys into evidence. Aetion's use of Amazon Bedrock and Anthropic's Claude 3 LLMs enables users to interact with Smart Subgroups using natural language queries, accelerating hypothesis generation and evidence creation.
China's DeepSeek challenges US tech giants with premium AI at a fraction of the cost. A potential Sputnik moment in the AI race, raising questions about strategy and investment.
Bandit algorithm vs A/B test: When A/B tests fail due to multiple variants or one-off campaigns, bandit algorithms offer a more efficient solution by focusing budget on the best performing ad variant in real-time. Bandit algorithms maximize rewards by serving the ad variant with the highest KPI, making them ideal for campaigns with numerous treatments or special events.
Data-centric AI can create efficient models; using just 10% of data achieved over 98% accuracy in MNIST experiments. Pruning with "furthest-from-centroid" selection strategy improved model accuracy by selecting unique, diverse examples.
Authors Guild launches Human Authored portal for members to confirm books are not AI-generated, with logo for proof on covers.
Apple beats Q1 earnings expectations with 4% revenue increase to $124.30bn. Shares surge 8% after CEO Tim Cook hints at continued growth in next quarter.
Article discusses Gradient Boosting Regression Using C# in Microsoft Visual Studio Magazine, presenting a demo of a simple version compared to XGBoost, LightGBM, and CatBoost. The demo showcases the step-by-step process of predicting values with gradient boosting regression.
Secret sharing ensures secure distribution of sensitive data among parties. Shamir’s algorithm allows parties to pool data without revealing individual values.