AIBullisharXiv – CS AI · Mar 97/10
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SAHOO: Safeguarded Alignment for High-Order Optimization Objectives in Recursive Self-Improvement
Researchers introduce SAHOO, a framework to prevent alignment drift in AI systems that recursively self-improve by monitoring goal changes, preserving constraints, and quantifying regression risks. The system achieved 18.3% improvement in code generation and 16.8% in reasoning tasks while maintaining safety constraints across 189 test scenarios.