BenchmarkJuly 12, 20261 min read
AI Agents Achieve Unprecedented Success in Slay the Spire 2 with Novel Memory Architecture
Researchers have developed a new AI model that has successfully beaten the digital card game Slay the Spire 2, a feat that has eluded previous models. This breakthrough is attributed to a novel memory architecture that replaces traditional growing chat logs with a structured, five-layered memory system.
The AgenticSTS project replaces the ever-growing chat log of AI agents with five separate memory layers. Tested on the card game Slay the Spire 2, the prompt stays at around 5,000 tokens instead of ballooning past 500,000. The agent wins 6 out of 10 games, while competing agents don't win any. The article AI agents win at Slay the Spire 2 after researchers replace growing chat logs with structured memory appeared first on The Decoder.