Deep Learning AMI and AWS Deep Learning Containers now support SOCI snapshotter and index for efficient container image management. SOCI's lazy loading reduces network bandwidth usage and improves container startup times, benefiting organizations managing large container images in cloud environments.
Google DeepMind released Gemma 4 12B, an encoder-free multimodal model for text, images, audio, and video. The model runs on a laptop with 16 GB of RAM, bridging the gap between edge-friendly and larger variants, with open-source weights available for download.
AI agents must select the right tools for tasks to avoid errors and delays. Learn how SFT and DPO improve tool-calling accuracy in language models for reliable automation.
NVIDIA AI team releases Cosmos 3, a unified model for physical AI. Combines physical reasoning, world generation, and action generation for robotics and autonomous vehicles.
Researchers from MIT and the MIT-IBM Computing Research Lab developed ChartNet, a dataset and series of open-source models that outperform commercial AI models in tasks like chart interpretation. This breakthrough could empower small firms with limited budgets to leverage AI for business trend analysis and scientific figure interpretation.
Amazon SageMaker AI now supports Fundamental's NEXUS model for accurate tabular data predictions in days. NEXUS offers deterministic results, native tabular understanding, and non-sequential reasoning for structured data analysis.
Amazon Nova Forge allows users to build customized language models that blend proprietary data with curated datasets, preventing catastrophic forgetting and improving domain performance without degrading general capabilities. The tool helps navigate the challenges of hyperparameter tuning for domain-specific tasks, avoiding expensive failures and ensuring the right balance between stability and...
Alibaba releases Qwen3. 7-Plus, a multimodal agent model on Bailian platform with image and video understanding. It offers deep reasoning and self-programming capabilities, positioning it for long-running tasks.
TinyFish introduces BigSet, an open-source multi-agent system that turns natural-language descriptions into structured web datasets. BigSet automates schema inference, data gathering, deduplication, and scheduled updates for efficient dataset creation.
JetBrains released Mellum2, a specialized AI model for software engineering with 12B parameters. It uses a Mixture-of-Experts architecture and goes through extensive pre-training and post-training stages for various tasks.
Amazon Nova 2 Lite offers a cost-effective object detection solution with no training needed. Easily deploy with Amazon Bedrock, AWS Lambda, and API Gateway for various industries.
Linear regression model demo showcases 46% accuracy on training data, outperforming baseline predictions. Galaxy Science Fiction, known for stunning cover art, featured renowned space artist Chesley Bonestell.
OpenAI's GPT-5.5, GPT-5.4, and Codex now available on Amazon Bedrock for advanced AI applications. High-performance inference engine for complex tasks.
Large language models (LLMs) on AWS GPU instances face lengthy model load times. Amazon FSx for Lustre and NVIDIA GPUDirect Storage (GDS) drastically reduce load times, improving total time to first token (TTFT) from minutes to seconds for models like Llama 3.1 with 405B parameters on AWS P6e UltraServers.
NVIDIA introduces RTX Spark PCs for personal agents at GTC Taipei, with new AI compute and memory capabilities. Partnership with Microsoft brings secure on-device agents to Windows, along with updates for Hermes Agent and OpenClaw.