Local AI

How to make local AI answer questions about your PDFs without inventing sources

Build reliable local RAG with Ollama and Open WebUI by testing PDF extraction, retrieval, OCR, and citations before trusting AI answers.

Oct 11 • Popular AI

Someone put an AI camera inside a refrigerator. Here's how to build one

This DIY AI fridge camera guide shows how to wire an ESP32-CAM, trigger scans with Home Assistant, and track food with AI vision.

Oct 10 • Popular AI

How to build a private Alexa alternative with Home Assistant and a local LLM

Build a local Alexa alternative with Home Assistant, Whisper, Piper, and Ollama. Keep voice commands private and use an LLM only when needed.

Oct 8 • Popular AI

Frontier AI can now reverse-engineer software binaries. Here is what that means in 2026

Frontier AI can now inspect, modify, and sometimes reconstruct binaries without source code. Here is what SRE-Bench and real projects show.

Oct 6 • Popular AI

AI glasses can finally see without the cloud. Is local vision worth buying for?

Local AI smart glasses can keep visual inference off vendor clouds, but today’s best private setups still require a phone, SDK, or DIY build.

Oct 4 • Popular AI

Julia 1 is a 144M model that doesn't write anything. That's why it could be useful

Julia 1 is a 144M CPU decision model built for routing, classification, scoring, and yes-or-no gates. Here is where it works and where it fails.

Oct 3 • Popular AI

Qwen-Image-2.1 ComfyUI editing breaks: fixes for AMD and Mac

Fix Qwen-Image-2.1 ComfyUI editing on AMD and Mac before replacing hardware. Test CPU VAE, DynamicVRAM, and reference-resolution workarounds.

Oct 2 • Popular AI

PewDiePie’s Ajax is an “uncensored” local AI model built for Odysseus

Ajax is PewDiePie’s 9B local AI model for Odysseus. See its release timing, hardware target, refusal ablation, privacy limits, and open questions.

Oct 1 • Popular AI

NVIDIA OpenShell can sandbox Claude Code and Codex. Here’s when to use it

NVIDIA OpenShell isolates Claude Code, Codex, and local AI agents. See what it blocks, how to install it, and when the extra sandbox is worth using.

Sep 30 • Popular AI

Perplexity Portable Computer now runs on AMD: should you buy Ryzen AI Max or an RTX workstation?

Perplexity Portable Computer AMD support changes the local AI PC equation. Here is when Ryzen AI Max beats RTX, and when NVIDIA still wins.

Sep 29 • Popular AI

The U.S. and China opened an AI dialogue. What could they actually control?

The U.S.-China AI dialogue could target chips, labs, and AI incidents. Open-weight models and local inference make deeper controls much harder.

Sep 28 • Popular AI

Can you run Qwen3.8-Omni-Flash locally? No, and the open tooling makes it confusing

Qwen3.8-Omni-Flash has cheap audio-video inference but no public weights or GGUF. See what is local, what stays in Alibaba’s cloud, and what to run…

Sep 25 • Popular AI

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