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STACKPLANNER: When Agents Learn to Forget

Opening — Why this matters now Multi-agent systems built on large language models are having a moment. From research copilots to autonomous report generators, the promise is seductive: split a complex task into pieces, let specialized agents work in parallel, and coordinate everything with a central planner. In practice, however, these systems tend to collapse under their own cognitive weight. ...

January 12, 2026 · 4 min · Zelina