#llm-engineering News & Analysis

2 articles tagged with #llm-engineering. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AIBullisharXiv – CS AI · May 17/10

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Think it, Run it: Autonomous ML pipeline generation via self-healing multi-agent AI

Researchers have developed a multi-agent AI system that autonomously generates machine learning pipelines from datasets and natural-language instructions, achieving 84.7% success rate across 150 diverse tasks. The architecture integrates self-healing mechanisms and adaptive learning to reduce manual development time and improve robustness.

AINeutralarXiv – CS AI · Jun 235/10

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An LLM-Orchestrated Agent for Directional-Coupler Design with Self-Consistent Eigenmode and FDTD Validation

Researchers present an LLM-based design agent that orchestrates the optimization of silicon-on-insulator directional couplers by coordinating eigenmode solvers and FDTD simulations without performing calculations itself. The agent achieved a 50/50 optical splitter with 0.498 cross-fraction accuracy against a 0.500 target, demonstrating effective human-AI collaboration in photonic device engineering.