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Insights from the frontier of AI cognitive design
agentic-ai
Emergent Cooperation in Multi-Agent Systems: Game Theory Perspectives
As autonomous LLM agents proliferate in enterprise workflows (2025-2026), coordination failures cause measurable production incidents: reward hacking,
Apr 19, 202616 min read
agentic-ai
Self-Improving Agents: Meta-Learning and Automatic Prompt Optimization
Agentic applications increasingly require agents that self-improve post-deployment without human-in-the-loop prompt engineering. Hand-tuned prompts de
Apr 19, 202611 min read
agentic-ai
Tool-Use Optimization in Autonomous Agents: From ReAct to Reflection
Production autonomous agents on benchmarks like GAIA and WebArena report success rates of 40-60%, with tool-selection errors and hallucinated argument
Apr 19, 202611 min read