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Predictive maintenance is a strategy that uses data from equipment sensors and advanced analytics to predict when a machine is likely to fail, ensuring maintenance can be performed proactively to prevent breakdowns. This enables industries to reduce unexpected failures, improve operational efficiency, and extend the lifespan of critical equipment. It is applicable across a wide range of components,…

Extracting structured information from unstructured data is a critical first step to unlocking business value. Our Generative AI Intelligent Document Processing (GenAI IDP) Accelerator has been at the forefront of this transformation, already having processed tens of millions of documents for hundreds of customers. Although organizations can use intelligent document processing (IDP) solutions to digitize…

Configure your model in code/serving.properties: To deploy Voxtral-Mini, use the following code: option.model_id=mistralai/Voxtral-Mini-3B-2507 option.tensor_parallel_degree=1 To deploy Voxtral-Small, use the following code: option.model_id=mistralai/Voxtral-Small-24B-2507 option.tensor_parallel_degree=4 Open and run Voxtral-vLLM-BYOC-SageMaker.ipynb to deploy your endpoint and test with text, audio, and function calling capabilities. Docker container configuration The GitHub repo contains the full Dockerfile. The following code snippet highlights…

As organizations scale their generative AI implementations, the critical challenge of balancing quality, cost, and latency becomes increasingly complex. With inference costs dominating 70–90% of large language model (LLM) operational expenses, and verbose prompting strategies inflating token volume by 3–5x, organizations are actively seeking more efficient approaches to model interaction. Traditional prompting methods, while effective,…

General summary Google had a busy 2025 with many AI product and feature announcements. Gemini updates, AI Mode in Search and new hardware were just a few of the highlights. Look forward to more AI advancements from Google in 2026. Summaries were generated by Google AI. Generative AI is experimental. Source link

OpenAI sent 80 times as many child exploitation incident reports to the National Center for Missing & Exploited Children during the first half of 2025 as it did during a similar time period in 2024, according to a recent update from the company. The NCMEC’s CyberTipline is a Congressionally authorized clearinghouse for reporting child sexual…

On October 7, a TikTok account named @fujitiva48 posed a provocative question alongside their latest video. “What are your thoughts on this new toy for little kids?” they asked over 2,000 viewers, who had stumbled upon what appeared to be a TV commercial parody. The response was clear. “Hey so this isn’t funny,” wrote one…

Anyone looking for a vibe check on the populace’s current feelings about AI would do well to check out the walls of the New York City subway system. This fall, alongside posters for everything from dating apps to Skechers, a newcomer made its debut: Friend. The ads were simple, telling commuters that a “friend” is…