BotPsy: On-Device Personal Assistant with a Sub-Billion-Parameter Agentic Language Model
huggingface.co — A Blog post by QVAC on Hugging Face
Local AI
Local AI involves running machine learning models directly on personal computers and edge devices rather than relying on remote servers. Truncated covers open-source model releases, hardware requirements, optimization techniques, and privacy implications of on-device inference.
I gave my local AI model access to my personal documents, and it finally became more useful than a chatbot
www.xda-developers.com — The model I trust most with my files isn't the one I pay for
Apple has new Mac app coming to make running local AI models easy
9to5mac.com — Leaker Aaron Perris has discovered evidence of a new Mac app in the works at Apple that makes it easy to run local AI models.
Ollama
techspot.com — Ollama makes it easy to run today's most popular open AI models locally.
Alexa+ wants a Prime subscription to do what Home Assistant does for free with an old GPU and a $150 box
www.xda-developers.com — Home Assistant with a local LLM handles voice control better than Alexa+, and none of it leaves the house
Apple @ Work Podcast: Osaurus wants your company’s AI to run on the Mac, not in the cloud
9to5mac.com — In this episode of Apple @ Work, Terence Pae, co-founder and CEO of Osaurus, joins the show to talk about running AI locally on the Mac instead of sending everything to the cloud. Osaurus is a free, first-party AI harness for the Mac.
AI reverse engineering let researchers add a new feature to Slack
www.helpnetsecurity.com — AI reverse engineering let Intezer rebuild source code for Slack, Apple’s Finder and a Turla backdoor from shipped binaries and vendor docs.
KORA builds AI models and agents into a new Linux OS bound for Qualcomm Snapdragon PCs
siliconangle.com — KORA builds AI models and agents into a new Linux OS bound for Qualcomm Snapdragon PCs - SiliconANGLE
Going deep on local AI performance benchmarking with Apple’s Mac Studio with M5 Ultra taking on Nvidia DGX Spark — inference engine recipes mandatory for bigger models as MLX stack matures
Presis Brings Self-Hosted Classification to Boost.ai’s Agent Platform
www.unite.ai — boost.ai announced the launch of Presis on November 10, 2026, a self-hosted language model for classification decisions around AI agent conversations. The company said internal testing found it at least 2.5 times faster...
I spent $300 in one month trying to get past Claude's rate limits, so I let my GPU do the coding first instead
www.xda-developers.com — My credit card shouldn't be the only workaround to fix a disrupted workflow
I turned Obsidian into an AI browser, and it does what Gemini in Chrome does without my research leaving my vault
www.xda-developers.com — The browser I use for private work isn't actually a real browser
Microsoft's Project Zenith Arrives On AMD Ryzen AI Halo, Bringing Ready-To-Code Windows 11 To 192GB AI Mini PCs
wccftech.com — Microsoft's Project Zenith arrives on AMD Ryzen AI Halo, bringing Windows 11 developer tools and local AI workflows to a powerful 192GB mini PC.
I stopped chasing bigger local models, and a 27B model on my 8GB GPU does more of what I need
www.xda-developers.com — I don't download every new model anymore
What hardware does your PC need to run a local AI model?
www.engadget.com — The kind of AI models you can run depends on your machine's power. Let's unpack what your everyday PC will need, and how much it will cost you.
Lawyer builds private AI server with eight used Nvidia V100 GPUs — up to 215 tokens per second to keep legal files offline, costing about $2,400 per four-GPU board
A used RTX 3090 is still the best GPU for local AI, and it beats most new cards on value
www.xda-developers.com — This old GPU is still worth considering for local AI.
Apple’s $2,899 MacBook PROLED hides a massive unified memory bottleneck — why I think power users should abandon macOS for Nvidia RTX Spark and AMD Strix Halo
Apple leadership may have differing views on AI strategy
appleinsider.com — A new report suggests Apple still faces internal battles around AI strategy even though it has seemingly held to the same strategy set by John Giannandrea nearly a decade prior.
How Apple's Personal Knowledge Graph learns about your life on Mac
appleinsider.com — A breakdown of Apple's Personal Knowledge Graph shows what your Mac and Apple Intelligence know about you and your life.
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