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.
OpenAI's Sam Altman faces allegations of unauthorized use of chatbot models by a Chinese hedge fund, causing market chaos. OpenAI responds with a statement promising to protect their technology aggressively.
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.
Photo Brussels festival explores AI impact with 17 projects at Hangar gallery. Artists embrace technology for optimistic exploration.
Tesla's new self-driving technology, Full Self-Driving (FSD) beta, has been met with mixed reviews, with some testers reporting significant improvements in performance and others highlighting safety concerns. The FSD beta represents a significant step forward in autonomous driving technology, but questions remain about its reliability and potential risks.
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.
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.
OpenAI responds to cheaper Chinese rival with free o3-mini AI model for ChatGPT users, following DeepSeek's unexpected success. Users can access the new AI model without charge, but with usage limits, in response to increased competition.
Retrieval-augmented generation (RAG) enhances generative AI with specific data sources, improving accuracy and trustworthiness. RAG helps models provide authoritative answers, clear ambiguity, and prevent incorrect responses, revolutionizing user trust.
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.
Elton John, Paul McCartney, and artists demand protection from data crawling. Tech giants exploit AI rules, sparking legislation debate.
New GeForce RTX 5090 & 5080 GPUs with Blackwell architecture power AI content creation. FLUX models require less VRAM & generate images faster.
Authors Guild launches Human Authored portal for members to confirm books are not AI-generated, with logo for proof on covers.
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.