… The following components have been removed: • systemd-rc-local-generator and rc-local.service , • systemd-sysv-generator , • systemd-sysv-install hook for systemctl enable / disable / is-enabled . …
… The RSAC team used two techniques to bypass Apple's input and output filters and the safety guardrails on Apple Intelligence's local model. …
… The second flaw, CVE-2026-34990 , can be abused by a local, unprivileged user to trick the CUPS scheduler daemon cupsd into authenticating to an attacker-controlled localhost IPP service with a reusable Authorization: Local ... token. …
… These are defined locally, reducing the size of the context that is sent to a remote LLM. …
… The KV Cache extension demo featured: Nvidia GB10 GPU cluster compute node, with Dynamo KV Block Manager for LLM deployment. …
… The same logic could be applied in a disaggregated fashion, where a routing model running locally could direct prompts requiring access to proprietary data to a local LLM, while less sensitive requests could be offloaded to an API provider. …
… "We're racing towards a living-off-the-land agentic incident." Irregular’s report doesn't specify which companies' models the AI agents employed – it says "public production LLMs by the frontier AI labs". …
… Nvidia is so gung ho for vast LLM clusters that it's taking its vast market capitalization and investing money in its own customers . …
… Local AI Local inference on large language models like GPT-OSS 20B running in Llama.cpp on the CPU illustrates the relationship between compute and memory bandwidth quite nicely. …