Reduce AI inference cost by profiling the full pipeline first, then applying the cheapest change that holds your accuracy target: a smaller RF-DETR variant, FP16 or INT8 quantization, pruning, or distillation. In video applications the biggest savings usually sit outside the model: lower inference frame rates with tracking between detections, routing only uncertain cases to…
The real world is vast and to operate in it physical AI systems need to understand how a scene is changing, anticipate what could happen next, and determine how an action will affect the world. Machines operate at the edge in factories, warehouses, hospitals and beyond. To understand and act in these environments, they need…
If you run an AI agent in production, you already know the drill. Something goes wrong, a user complains, or you just get a nagging feeling the agent isn’t behaving quite right. So you open Opik, your AI observability and agent tracing tool, find the trace, and read through it until you spot the problem….
Large language models (LLMs) show considerable potential for atrial fibrillation (AF) management, yet current clinical applications frequently remain suboptimal due to accuracy limitations. To address these limitations, this study developed PULSE (Potentiated User-friendly LLM-driven Search Engine), a novel knowledge-enhanced, domain-aware LLM agent specifically designed to improve AF patient self-management across the entire care continuum. The…
Regulated industries are adopting AI from a position most technology buyers never face: zero tolerance for error. Financial services, legal, tax, and audit functions operate under a standard where partial accuracy is not a rounding error — it is a compliance failure with regulatory, financial, and reputational consequences. The scale of what is at stake…
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Neill Blomkamp, best known for directing “District 9,” has released “Nightborne,” his first short film generated entirely by AI. The 13-minute sci-fi horror piece was built from scratch using the Seedance 2.0 video generation model, with Blomkamp directing frame by frame through text prompts. Shot in a documentary style, the film follows a U.S. pilot presumed…
The demand for AI continues to accelerate. Workloads are getting larger, models are becoming more complex, and there is mounting pressure to deploy AI compute infrastructure faster than ever. AI factories—data center-scale systems that continuously convert data and energy into intelligence—are being deployed to meet this insatiable demand. This AI factory approach to the data…
Dive Brief: Resmed has contacted customers about a ventilator issue linked to five serious injuries, the Food and Drug Administration said Wednesday. A subset of Astral 100 and Astral 150 ventilators can inadvertently enter a fail-safe state and stop delivering therapy, creating a risk of serious injury or death. Resmed informed customers of the issue…
Enterprise automation startup InstaLILY Inc. said today it has closed on a hefty $60 million Series B round of funding that brings its total amount raised to date to almost $100 million. In addition, it launched a new tool that can help companies to quickly build, deploy and then continuously update and maintain software that…