Digital twins (DTs) of collaborative robots need continuous synchronization, but streaming high-rate kinematic telemetry to a central DT can create bandwidth bottlenecks. Protocol overhead exceeds 70% of the packet volume for raw sensor data in a projected 1000Hz scenario. This work proposes…
Inference powers every AI answer, agent, and application. Boundless AI delivers that inference through leading open-weight models, available through the Boundless AI platform, API, and integrations including Vercel’s AI Gateway. ZKC is the AI Access Coin, tokenizing access to leading…
Qonic has introduced Qonic AI, a collection of agents built into its cloud-based, collaborative BIM modelling platform. Qonic AI works directly inside the BIM model, rather than sitting alongside it. Qonic has also launched an MCP server, which lets users…
Databricks field engineers cite seven pressures, including blocked malware analysis and retention shifts, to argue enterprises should run open-weight models via Unity Gateway. By StartupHub.ai Staff, Editorial team Frontier guardrails refused to analyze live malware logs and exploit payloads,…
"Customers need reliable service and better coordination across people, facilities and equipment," said Mike Fu, Chief Executive Officer of YYForce. "YYForce's unified ecosystem brings these together with our established operations supporting the adoption of AI and commercial robotics." An Integrated…
OpenAI has once again come under scrutiny following growing concerns over its internal security practices, employee data access privileges, and the protection of sensitive customer information. Several current and former employees have reportedly raised questions on social media and technology…
HackerNoon Why Hybrid State-Space Models Are Challenging Traditional Transformers Founder & CEO at AGI Systems Directorate. Engineering practical AI systems that solve real-world problems. Look, I am going to level with you because I am genuinely tired of watching people burn…
OpenAI says a prototype security pipeline, powered by an upcoming OpenAI cyber model and run in a controlled research environment, “identified and analyzed 2,308 candidate Linux kernel findings, dynamically reproduced 1,724 vulnerabilities”. The company published the research on 4 November 2026 and put the…
The Library of Layers architecture challenges fixed transformer execution by letting a model choose which computational block runs next during inference. Inference is the process that produces an answer from a trained model. Rather than following the same internal sequence…
Together AI, the AI-native cloud, announced Together Compiler, which uses teams of AI agents to rewrite the GPU code behind the models it serves. New open source models now get faster overnight instead of in weeks, with no additional work…
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