Q&A with NYU professor Julian Togelius on his recent paper about LLMs' limitations in playing video games, why coding is a kind of well-designed game, and more (Matthew S. Smith/IEEE Spectrum)
Why it matters: LLMs' inability to play games they code indicates a gap in their understanding beyond mere generation.
- Julian Togelius's paper reveals that LLMs, despite advancements, exhibit significant limitations in playing video games, even those they can code.
- LLMs are capable of coding simple games but demonstrate a marked inability to competently play those same games.
- Togelius posits that coding shares characteristics with a well-designed game, suggesting a different lens through which to view AI's interaction with complex systems.
NYU Professor Julian Togelius's recent paper highlights a critical limitation of Large Language Models (LLMs): while they can code simple video games, they struggle to play them effectively. This Q&A with IEEE Spectrum delves into why coding itself can be viewed as a well-designed game, offering a unique perspective on AI's current capabilities.
