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AI shifts to agentic systems, emphasizing orchestration over single models

Kevin Dubois and Laura Cowen argue that the future of AI development lies in agentic systems rather than single-model requests. They emphasize that effective AI architecture design requires sophisticated orchestration of multiple models and tools. Their work suggests a paradigm shift towards more complex, integrated AI systems for enterprise applications. AI

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IMPACT Highlights a potential shift in AI development towards agentic systems, emphasizing orchestration over single model prompts for enterprise applications.

RANK_REASON This item is an opinion piece discussing a shift in AI architecture, not a direct release or product announcement.

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AI shifts to agentic systems, emphasizing orchestration over single models

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  1. Mastodon — fosstodon.org TIER_1 · [email protected] ·

    Still building # AI with one model per request? You’re already behind. @ kevindubois & Laura Cowen map the shift to agentic systems & why orchestration beats pr

    Still building # AI with one model per request? You’re already behind. @ kevindubois & Laura Cowen map the shift to agentic systems & why orchestration beats prompts. Ready to design real AI architectures? Dive in: https:// javapro.io/2026/03/31/agentic- ai-patterns-for-enterpris…