AI advancements are both thrilling and alarming. Screenwriter tests AI for screenplay, AI suggests improvements. Novel outdated in AI era.
Amazon Q is a generative AI-powered assistant that can answer questions, provide summaries, and complete tasks using data from various repositories. It offers prebuilt connectors to data sources like Atlassian Jira, Amazon S3, and Salesforce for easy integration and minimal configuration.
Llama 3.1's multilingual LLMs, available on Amazon SageMaker JumpStart, offer optimized generative AI models for developers and businesses. SageMaker JumpStart provides access to pre-trained foundation models, allowing for customization and secure deployment in a dedicated VPC environment.
Large Language Models (LLMs) are too big for consumer hardware, requiring GPUs with large VRAM. Quantization is a key technique to make LLMs smaller, improving efficiency and reducing memory usage.
Meta introduces Llama 3.1 405B AI model, claiming it competes with OpenAI and Anthropic in various tasks. The new open-source system is set to challenge established competitors in the AI field.
Runway's Gen-3 Alpha text-to-video synthesis model creates HD clips from prompts. It excels at mixing concepts but struggles with generalization beyond training data.
Real-time water quality monitors with AI help assess immediate risk of illness from bacteria in southern England's swimming spots. Wessex Water's sensors accurately predict high bacteria levels 87% of the time at pilot study site Warleigh Weir.
LightGBM used for anomaly detection in Autoencoder class. Models predict values based on other columns to identify anomalies.
MIT researchers propose evaluating large language models based on alignment with human beliefs. Misalignment can lead to unexpected failures, especially in high-stakes situations.
Team NVIDIA emerged victorious at the Amazon KDD Cup 2024, showcasing their expertise in generative AI across multiple challenging categories, including text generation and name entity recognition. Their innovative approach, using the Qwen2-72B LLM and QLoRA technique, outperformed competitors by fine-tuning models on eight NVIDIA A100 Tensor Core GPUs, demonstrating their ability to handle rea...
AI text summarization is effective for condensing emails and research papers. Two approaches are using AI services or in-house programming for flexibility.
Meta (Facebook owner) cancels EU AI model release due to 'unpredictable' regulations. Llama model to be released in multimodal form for text, video, images, and audio.
Police had to improvise laws to charge a man spreading deepfake images of women. New legislation introduced to criminalize sharing AI-generated explicit images without consent.
Amazon Bedrock offers FMs from top AI companies through a single API, enhanced by RAG for accurate responses. New metadata filtering feature improves retrieval process accuracy in Amazon Bedrock, supporting various vector store providers.
Recent papers explore out-of-distribution generalization on graph data, addressing the challenge through invariance and causal intervention. Graph machine learning's importance lies in its diverse applications and representation of complex systems.