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Self-Learning LLM Agents: A Fractal Approach to Domain-Specific Knowledge

Exploring how agents can autonomously build and evolve their own domain expertiseโ€”scaling from generic LLMs to self-learning, specialized assistants.

Team Spirit Matters: How Collaborative Context Boosts Multi-Agent LLM Performance

Adding social accountability to multi-agent workflows boosts the depth, coherence, and empathy of LLM responsesโ€”mirroring real-world teamwork dynamics.