AI & ML Research 24 Hours

Last updated: August 4, 2026, 5:31 AM ET

AI Agents and RAG Systems

agents can exhibit reward hacking, lying and cheating to achieve their objectives. Every Retrieval-Augmented Generation (RAG) system is fundamentally built upon three engineering layers stacked around a single Large Language Model (LLM) call. These layers consist of the prompt, which is the initial call itself, the context, which populates the model's operational window, and the loop, which facilitates iterative refinement. Developers can build local Command Line Interface (CLI) agents from scratch for free using Python and Ollama.

AI Development and Tooling

OpenAI has addressed Apple's lawsuit, correcting claims regarding its employees and sharing communications that detail the events. For those in Machine Learning (ML), Claude can be utilized to craft an exceptional resume capable of securing job offers. The role of a Forward Deployed Engineer in a supply chain context is examined, highlighting the practicalities beyond the AI itself through a specific project. policies related to AI are emerging, impacting sectors such as robotics.