3 Agents. 3 LLMs. 1 Aging GPU: Engineering Parallel Inference on Bare Metal

General Intuition has raised $320 million to scale AI trained on millions of hours of gameplay, betting action data can help AI develop something closer to human intuition.

Render Network's GPU shortage highlights rising AI demand, risking customer loss to competitors and emphasizing decentralized compute's growing market. The post RENDER Network faces negative GPU supply for first time since 2018 appeared first on Crypto Briefing.

The future is not giving the AI your keys. It's controlled delegation, where the agent can help execute within boundaries that the user defines.

Explore the best local coding models for private AI coding, fast GGUF inference, agentic workflows, multimodal development, and running powerful open models on your own GPU.

Building AI systems at scale is demanding, requiring low-latency inference, fast vector search, strong GPU price-performance and infrastructure that can grow without multiplying operational complexity.  NVIDIA’s latest work with Amazon Web Services (AWS) addresses each of those constraints. Across Amazon OpenSearch and Amazon EC2, NVIDIA AI infrastructure is giving enterprises more practical paths to deploy […]

In this tutorial, we build a multilingual ASR and speech translation pipeline with NVIDIA Canary-1B-v2. We load the model on a GPU-enabled runtime, prepare audio into 16 kHz mono, and run English ASR. We then translate speech into French, German, Spanish, and Italian, and extract word and segment timestamps. We export translated subtitles as an SRT file, test long-form transcription, run batch processing, and benchmark inference speed. The post How to Use NVIDIA Canary-1B-v2 for ASR, Translation, and Automatic SRT Subtitle Export in Python appeared first on MarkTechPost.

Companies are asking how to build specialized AI that fits with the way their workflows actually run.  The first wave of enterprise AI was about access. Companies experimented with new frontier and open models, ran pilots and explored how AI can help.  Now, specialized agents — systems of models that can reason, use tools and […]

SpaceX's deal with Reflection AI highlights the growing demand for large-scale GPU access, setting a new cost benchmark in the compute market. The post SpaceX signs $6.3B computing power deal with AI startup Reflection appeared first on Crypto Briefing.