AI & ML Research 24 Hours

Last updated: August 4, 2026, 8:30 AM ET

LLM Systems and RAG Architectures

Retrieval-Augmented Generation (RAG) system is engineered with three distinct layers stacked on a single Large Language Model (LLM) call: the prompt layer, the context layer, and the loop layer. Building command-line (CLI) agents can be accomplished locally and at no cost using Python and Ollama.

AI Development and Policy

OpenAI has issued a response to Apple's lawsuit, refuting claims regarding its employees and providing documentation of the events that transpired. Policies related to artificial intelligence are beginning to impact the robotics industry. The role of a Forward Deployed Engineer in a supply chain is explored, focusing on the practical aspects beyond the AI implementation itself.