AI Frontier Lectures
Feb 10, 2026 · Artificial Intelligence
How SE‑Bench Uncovers the Hidden Challenges of Knowledge Internalization in Self‑Evolving AI
The paper introduces SE‑Bench, a code‑based benchmark that isolates knowledge internalization by obfuscating NumPy APIs, and uses it to reveal the Open‑Book paradox, the RL gap, and the potential of self‑play for true self‑evolution in large language models.
AIReinforcement LearningSE-Bench
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