On-device Apple Intelligence vulnerable to prompt injection techniques
… However, the RSAC findings indicate that local models aren& 039;t automatically more secure. …
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Accelerating GPT-OSS-20B on AMD Ryzen™ AI NPUs: Efficient MoE Inference on Strix and Halo
… GPT-OSS-20B combines global and local attention mechanisms to balance long-context reasoning with computational efficiency. Local attention layers reduce memory bandwidth and latency, while global attention preserves cross-sequence understanding. …
My local LLM rewrote my resume better than ChatGPT, and it's not even close
… Ollama Ollama is a platform to download and run various open-source large language models LLM on your local computer. See at Ollama Related Google's Gemma 4 finally made me care about running local LLMs Why did I ignore local LLMs for so long? …
Apple Intelligence protections bypassed with prompt injection - 9to5Mac
… Interestingly, they successfully executed the exploit without being 100% sure of how Apple’s local model handles part of the input and output filtering pipeline, since Apple doesn’t disclose the exact details of the inner workings of its models, likely for security reasons. …
Discussions and forums
I stopped trying to replace my cloud LLMs, and local models finally made sense
… Related Claude Code with a local LLM running offline is the hybrid setup I didn't know I needed Local LLMs are great, when you know what tasks suit them best The gap between local and cloud models is too big I tried to make a local-only setup click, but just couldn't Local LLMs have an obvious shor… …
Claws Explained: From AI Generation to AI Execution
… It runs locally on your computer in an isolated virtual machine, giving the agent access to local files and integrations while keeping the setup more contained than a raw OpenClaw install. …
Taiwan Is Facing Its Worst Rainfall in 75 Years, and the Hardest-Hit Area Is Exactly Where TSMC's Most Advanced Fabs Are
… At the same time, a new report by the Taiwanese media outlet Liberty Times has disclosed that the nation's western part, where the entire semiconductor industry is located, faces severe water shortages, prompting the local government to take measures to ensure a consistent supply. …
Gemini could soon act more like a coworker than a chatbot
… The agent will then break down the task and use local files and connected services to complete everything on its own, without needing your constant input. …
GhostClaw turns GitHub habits into a macOS malware pipeline
… Download scripts locally and review them instead of executing them blindly. …
I stopped treating ChatGPT like Google — and everything suddenly clicked
… In the prompt above, for example, you'll get flexible work blocks, realistic expectations, backup plans for interruptions and strategies built around mental fatigue. …