AnalysisAI ModelsSeptember 1, 2026

ASPIRE benchmark tests LLM self-evolution from vague goals

ASPIRE introduces a benchmark for self-evolving LLM agents from vague natural-language goals, revealing challenges in goal interpretation, data selection, and stable weight-level improvement.

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