S1E04Season 1

DEEP RESEARCH & AGENTIC AI

Autonomous Research Workflows

21 November 2025

45 min

OVERVIEW

Deep dive into AI agent capabilities. How to use agent mode for autonomous research, data gathering, and analysis. Introduction to agentic AI concepts.

KEY TAKEAWAYS

Agent Mode lets AI autonomously browse websites and gather data

Agents are tools you direct. Agentic AI directs itself toward your goals

Watch the agent work. You can see which pages it visits and what data it pulls

Always verify agent-gathered data against primary sources

SESSION CONTENT

AGENT MODE VS AGENTIC AI

comparison

AI Agent: A highly specialized assistant good at one specific thing. Like a dedicated team member for a particular task. You tell it what to do and it executes. Agentic AI: A broader concept where AI systems act autonomously, make decisions, and chain actions without constant guidance. You tell it the goal and it figures out the steps. Analogy: Normal AI Chat = consultant you call for advice. AI Agent = team member who carries out the plan. Agentic AI = the team member who also plans the work.

AI Presentations & NotebookLM Copilot in Apps (Part 1)

TOPICS COVERED

Agent Mode

Autonomous Research

Data Gathering

Agentic AI

CONTENT QUALITY

Good — practical demonstrations