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    Tag: Schema Parsing

    Sep 21
    16 min read
    Small Language Models (SLMs) in Agentic Roles: Benchmarking 8B–14B Models for Triage, Routing, and Parsing

    In the architectural design of enterprise multi-agent networks, an instinctive anti-pattern has dominated early deployments: deploying frontier reasoning models (such as GPT-4o, Claude 3.5 Sonnet, or OpenAI o1) across every node in the execution graph. When an organization builds an autonomous customer service desk, an incident response fabric, or an automated software refactoring fleet, engineers […]