NVIDIA's AI Decoded series showcases how GeForce RTX GPUs and workstations are transforming productivity and creativity with AI-powered chatbots and partner applications, offering fast, secure performance locally without relying on cloud services. The latest advancements highlight how AI is changing the way people interact online, game, learn, and create, with over 1,300 TOPS of processing powe...
Guardian tests show OpenAI's ChatGPT search tool can return false/malicious results with hidden text, raising security concerns. Users warned of potential risks with new AI-powered search product.
RLHF improves LLM training by incorporating human feedback to reduce bias and toxicity in model outputs. OpenAI's InstructGPT and ChatGPT show promising results with RLHF, enhancing truthfulness and reducing toxic output generation.
Lettria, an AWS Partner, shows integrating graphs into RAG workflows can boost answer precision by up to 35%. GraphRAG improves accuracy by capturing complex human queries and avoiding loss of context in data representation.
Machine learning models can provide prediction intervals to account for uncertainty in outcomes, aiding in making well-informed decisions. Conformal prediction offers insightful prediction intervals with weak theoretical guarantees, enhancing the accuracy of forecasts.
AI images of Pope Francis embracing Madonna have gone viral, sparking controversy over the use of deepfake technology in creating AI art. The debate highlights ethical concerns surrounding the pontiff's unwitting involvement in symbolic digital creations.
PydanticAI introduces an evaluation-driven approach to developing agentic applications, addressing challenges like non-determinism and LLM limitations. The framework allows for mock dependencies, enabling developers to build evaluation-driven applications efficiently.
New approach LEC effectively classifies content safety violations and prompt injection attacks using hidden states from intermediate Transformer layers. LEC outperforms special-purpose models and GPT-4o, offering a lightweight and efficient solution for businesses to protect against model manipulation.
Nature image datasets, with millions of photos, aid ecologists in studying behaviors and responses to climate change. Multimodal vision language models can improve image retrieval for researchers, but need more domain-specific training data for complex queries.
Agentic systems leverage foundation models for autonomous collaboration and efficient problem-solving. AWS introduces multi-agent collaboration for complex task success and productivity improvements.
Corvus Robotics uses autonomous drones for efficient warehouse inventory management, increasing operational speed and accuracy. Co-founder Mohammed Kabir developed the drone platform to navigate warehouses without GPS, revolutionizing inventory tracking.
Artificial intelligence outperforms experts in identifying whisky notes. AI predicts aromas and origin accurately, advancing automated whisky aroma analysis.
Frida Polli, MIT's new visiting innovation scholar, transitioned from neuroscience to entrepreneurship, co-founding successful AI company pymetrics. Polli's work led to algorithmic bias law, collaboration with Sendhil Mullainathan to bridge behavioral science and computer science at MIT.
Large language models (LLMs) require well-curated datasets for optimal performance. Data preprocessing involves extracting text from diverse sources and filtering for quality, using tools like OCR and regex filters.
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