An overview of Z-Image-Distilled, the distilled fast-inference variant of Z-Image, including how it compares with FLUX.1 Schnell, how it runs on an M1 Max 64GB machine, and LoRA compatibility.
Klein 9B is undistilled, wants ~29GB, and RTX 4090 speeds don't translate to MPS. Where the CUDA gap comes from, and the 4B model that hits 30-40s on M1 Max.
Microsoft released an open-source framework that can optimize almost any AI agent with reinforcement learning, with little to no code changes. It supports arbitrary frameworks such as LangChain, AutoGen, and Claude Agent SDK.
OpenRouter ships :free models and a Free Router endpoint. Tested both for rate limits (50/day → 1,000/day after a $10 top-up), the tool-calling failure on free models, and which workloads they actually fit.
A breakdown of how Notepad++'s WinGUp updater was hijacked through a hosting provider compromise and used to serve malicious binaries to selected users.
I looked into PageIndex, a RAG system that builds hierarchical document trees using only LLM reasoning, without chunking or vector databases. I also consider how it fits with layout detection and OCR pipelines.
This article organizes the major video-generation AI updates announced in January 2026 and examines whether i2v (image→video) is practically usable, including models that run locally.
Gemini auto-generates images when you only ask about one or request a text prompt. The Saved info rule that stops it, a conversation-level fix, and where Google's fixes currently stand.
An introduction to Gradience, a tool that quantifies whether a LoRA rank setting is excessive using singular value decomposition. In experiments on Mistral-7B, halving the rank improved accuracy.
