Machine Learning Algorithms & Natural Language Processing
Jul 2, 2026 · Artificial Intelligence
From Agentic Tools to Agentive Systems: A Review of “Critique of Agent Model”
The paper distinguishes agentic tools that rely on external scaffolding from truly agentive systems whose goals, identity, decision‑making, self‑regulation and learning are internalized, proposes the GIC (Goal‑Identity‑Configurator) architecture, and evaluates its safety, auditability and applicability through a pilot‑training use case.
AI AgentsGIC architectureagency
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