I tested a local LLM against a frontier cloud model, and the gap was smaller than I expected
msn.comQwen 3.6 27B local model outperformed frontier cloud models in testing, showing the performance gap between self-hosted and cloud-based LLMs is smaller than expected.
I paired a local LLM with Frigate and Home Assistant, and my smart cameras finally understand what they are looking at
msn.comThe author combined a local LLM with Frigate and Home Assistant to give smart home camera alerts meaningful descriptions of what's being captured.
Ollama is the open-source app that finally made free local AI useful on my PC
msn.comOllama, an open-source app that has made local AI practical and useful for everyday use on personal PCs.
I built Andrej Karpathy's LLM Council on my own hardware, and now no single model gets the last word
msn.comThe author built Andrej Karpathy's LLM Council on their own hardware, allowing multiple models to collaborate rather than relying on a single model.
I turned my self-hosted LLM from a glorified chat box into a real AI assistant
msn.comAfter months of testing, the author shows how self-hosted LLM productivity depends on tools rather than just models.
I switched my local LLM setup to Ollama's new MLX engine, and my Mac suddenly feels twice as fast
msn.comThe author switched to Ollama's new MLX engine, resulting in significantly improved Mac performance for local LLM setups.
I switched my local LLM setup to Ollama's new MLX engine, and my Mac suddenly feels twice as fast
msn.comThe author switched their local LLM setup to Ollama's new MLX engine, resulting in a significant performance boost on their MacBook.
I switched my local LLM setup to Ollama's new MLX engine, and my Mac suddenly feels twice as fast
msn.comSwitching to Ollama's new MLX engine dramatically improved Mac performance for local LLM inference. Shows how optimizing runtime engines can significantly boost self-hosted AI productivity on Apple hardware.
I ran a local LLM on my underpowered Chromebook, and it actually works
msn.comDemonstrates that even on an underpowered Chromebook, a local LLM can provide useful functionality. Explores practical deployment of AI models on low-spec hardware for everyday use cases.
I switched my local LLM setup to Ollama's new MLX engine, and my Mac suddenly feels twice as fast
msn.comThe author switched their local LLM setup to Ollama's new MLX engine, resulting in a significant speed boost for their MacBook.
Setting up a local LLM is the easy part—here's what you need to do with it next
tech.yahoo.comDiscusses model size and speed dependencies on hardware, explaining how to use small models even with limited resources.
61% of CMOs Say Local Marketing Is Too Complex: Here's the Fix
searchenginejournal.comExplains how multi-location brands can fix complex marketing and GBP challenges with an AI layer and a 4-step local optimization approach.
I turned a local LLM into a personal ebook librarian, and it gives me better recommendations than Goodreads
msn.comThe author demonstrates how they configured a local LLM to function as an ebook recommendation system, delivering better book suggestions than Goodreads based on their personal reading history and preferences.
BoGuan LLM and 5G-A boosts digital cultural tourism in Xi'an
developingtelecoms.comSCG and Huawei unveiled the BoGuan LLM in September 2025, billing it as a world's first model for digital cultural tourism applications using 5G-A technology.
I tested the GMKtec NucBox K17 and it's the top AI mini PC I've used for every...
techradar.comThe GMKtec NucBox K17 mini PC is reviewed as a top AI-capable device capable of running local LLM models, making it suitable for on-device inference and practical deployment scenarios.
Open source LLMs hit Europe's digital sovereignty roadmap
techcrunch.comEurope's digital sovereignty agenda now includes open-source LLMs, as the EU moves to ensure domestic AI development and reduce reliance on foreign large language model providers. The roadmap emphasizes building independent technology infrastructure within Europe while maintaining innovation momentum.
The best local AI model for Home Assistant isn't always the biggest one
tech.yahoo.comDiscusses which large language models work best with Home Assistant, noting that larger isn't always the optimal choice for local AI deployment.
Stop guessing which local LLMs run on your PC—this open-source tool can tell you
tech.yahoo.comAn open-source tool is introduced to help users identify which large language models can actually run locally on their PC, addressing the guessing game around local AI capabilities.
Running AI Locally, Part 2: From VMware Context to Hands-On Tools
virtualizationreview.comTom Fenton discusses moving from local AI concepts to hands-on tools for matching LLMs to hardware, running local chatbots with Ollama and benchmarking AI performance.
4 reasons my small local AI model gets more use than Claude or Gemini
msn.comThe author explains why their small locally-run AI model is seeing more practical use than larger cloud-based models like Claude or Gemini, highlighting benefits of local deployment.