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AI & Enterprise

Lightbits launches KV cache engine to boost GPU performance

Lightbits Labs has launched its AI inference software engine, Infera, aimed at improving inference performance and cost efficiency. The company says Infera expands KV cache data beyond limited high-bandwidth memory attached to GPUs and targets large language model operations with long context windows or many concurrent sessions. It manages KV cache across GPU memory, DRAM and NVMe storage using predictive prefetching and supplies context in small blocks.

AI & Enterprise

Amazon launches desktop version of enterprise AI agent Quik with email, calendar and CRM integration

Amazon has launched macOS and Windows versions of its enterprise AI assistant and agent platform Quik, SiliconANGLE reported. Quik brings email, calendars, messaging and customer relationship management data into a single screen, handling repetitive tasks in the background and highlighting priority items. It also ranks notifications and can keep working even when the desktop is off, delivering summaries such as overnight emails or weekly report digests. It runs on AWS infrastructure, Amazon said.

AI & Enterprise

Cloudflare uses OpenAI cybersecurity model to detect, block code vulnerabilities

Cloudflare has begun offering early access to a service that finds vulnerabilities in customers\' application software and blocks attacks at the network edge. The service uses OpenAI’s GPT-5.6-Cyber model via the Daybreak Defense Network and operates within Cloudflare’s Managed Defense security monitoring service. It maps open paths, links them to code, analyzes Workers code and assigns risk ratings after verification.