A hand-written CUDA inference runtime for Vision-Language-Action robots that decides what to remember, what to forget, and when it's simply too late to think.

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Most LLM inference runtimes have no idea a physical deadline exists. This one refuses admission rather than miss a 33ms robot control cycle, evicts KV cache by meaning instead of age, and is written entirely in hand-written CUDA — no cuBLAS, no libtorch.

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BrainChip, a provider of ultra-low power, fully digital, event-based neuromorphic AI, has released the Symphony Community Akida Bundle, a free, open-source software bundle that lets developers run BrainChip Akida neuromorphic processors alongside their existing compute under a workload scheduler built on IBM Spectrum Symphony Community Edition. IBM Spectrum Symphony Community Edition, a workload management and […]

As robots become more intelligent, autonomous and connected, much of the attention naturally falls on increasingly powerful AI models. But underneath those models is an increasingly complex collection of sensors, processors, control systems and security hardware that must operate reliably – often within strict limits on power consumption, size and heat. Lattice Semiconductor is one […]

Arduino has spent more than two decades making electronics and embedded programming accessible to students, hobbyists, engineers and product developers around the world. What began as an open-source microcontroller platform has evolved into a widely used development ecosystem, with its technology now helping to prototype products across industries ranging from automotive and industrial automation to […]

Fast-growing startup moves headquarters to Hazelwood Green and opens expanded manufacturing operations at Mill 19, creating over 500 local jobs Hellbender, a physical AI infrastructure company powering intelligent systems at the edge, today announced it has moved its global headquarters to the Roundhouse at Hazelwood Green and will open expanded manufacturing operations at nearby Mill […]

Qualcomm has announced that it has completed its acquisition of Modular Inc, an innovator in AI-native software infrastructure. Modular’s software platform gives developers a unified way to optimize and deploy generative and agentic AI workloads across heterogenous computing systems. Combined with Qualcomm Technologies’ leadership in high-performance, energy-efficient compute, Modular strengthens the company’s ability to deliver […]

Sapphire Technology has unveiled the EDGE+ Apex SOM/Carrier Robotics Platform, a production-ready hardware platform powered by AMD Ryzen AI Embedded X100 Series processors and designed to accelerate the development and deployment of physical AI in autonomous robotics. The platform has been showcased at AMD Advancing AI 2026 in San Francisco. Built for rugged, always-on robotics […]