Why Autonomous AI Trading Agents Fail — Risk Governance in 2025

Every AI trading agent needs a governor — and most autonomous systems don't have one. That's the single largest unpriced risk in algorithmic trading today.

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This video breaks down why connecting an AI agent directly to your brokerage without a governance layer is not sophistication — it's negligence. We examine the failure modes that emerge when agents misread market regimes, act on stale data, or interpret execution instructions in ways you never intended. Most retail and even mid-tier institutional setups skip the governor entirely because automation feels like progress. It isn't — not without constraint architecture. We walk through what a proper AI governance framework looks like in production, why the best systematic desks treat agent oversight as infrastructure rather than afterthought, and how to build kill switches and regime-aware guardrails that actually hold under stress.

Learn more: visionarybeacons.com

00:00 Introduction — The Governor Rule
00:30 Why Autonomous AI Agents Break Down
01:30 Governance Architecture for Production Trading
03:00 Building Regime-Aware Guardrails

Видео Why Autonomous AI Trading Agents Fail — Risk Governance in 2025 канала Visionary Beacons