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EP 24 | CS25: Artificial General Intelligence (AGI) episode artwork

Mar 6, 2026 14 min

EP 24 | CS25: Artificial General Intelligence (AGI)

from AI Bites: The Academic Series Hosted by Jack Lakkapragada

We wrap up Week 1 by zooming out to the endgame of AI research: Artificial General Intelligence (AGI). What separates our current generative tools from true, human-level reasoning? We discuss the theoretical hurdles, scaling laws, and what the leap from "narrow AI" to AGI might actually look like. Key Topics: Defining AGI: What it means for a system to match or exceed human cognitive capabilities across diverse tasks. Current Limitations: The gap between pattern recognition and actual reasoning. The Future Trajectory: How Transformers and RL are currently paving the path forward, and the scientific debates surrounding timelines. Note: This is an AI-generated study resource created via NotebookLM based on the CS25 curriculum and personal study notes.

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EP 24 | CS25: Artificial General Intelligence (AGI)

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