Agent - ML Digest

How Agentic AI “Remembers”: Breaking Down Memory Layers and Design

Think about your first week at a new job. Every new piece of information lands on a sticky note. By

Imagine you are starting a new job as a research analyst. On your first day, your manager hands you a

Imagine you need to write a detailed technical report on a topic you know nothing about yet. You could ask

Imagine an AI agent as a highly capable generalist engineer walking into a new team on the first day. It

Guardrails are the technical and operational controls that reduce the chance an LLM system causes harm, violates policy, leaks sensitive

Imagine you are in a kitchen trying to cook a new, complex dish. You do not just grab random ingredients

Chatbots produce text. Agents produce outcomes. The conceptual shift is simple: instead of stopping at an answer, an AI agent

GitHub Copilot is evolving from in-editor code completion toward a software engineering assistant capable of independent action. In Agent Mode,

A deep dive into the art and science of creating artificial data for machine learning. Imagine you’re a master chef

SmolAgents is an open-source Python library developed by Hugging Face for building and running powerful AI agents with minimal code.

What is Reinforcement Learning (RL)? Imagine you’re playing a video game, and every time you achieve a goal—like defeating a