A hybrid routing strategy that sends simple agent tasks to local AI models and complex ones to cloud APIs can cut costs by more than half for teams running high-volume workflows, according to a practi…
A developer released NeuroImprint Detector, an open-source framework that audits PEFT adapters in Federated Learning for backdoors that memorize training data. The tool can detect and reconstruct up t…
Embershard, a macOS chat app with its own LLM inference engine, has been released in beta v0.1.1 for Apple Silicon devices running macOS 14 or newer. The app bypasses llama.cpp for inference, instead …
Developer Roan Dejager released Hillock, a local AI memory system that combines SQLite, Hebbian plasticity, and hyperdimensional computing to provide lightweight, brain-inspired memory for offline cha…
Neuracoder released neura-fa-en-1.9b, a 1.9 billion parameter bilingual model trained from scratch on Persian and English text, achieving 9 tokens per second on an Intel i7 CPU without a GPU. The mode…