AI is shifting from tools to agents.
Frameworks like OpenClaw / ClawDBot allow autonomous workflows, persistent execution, and multi-step decision-making. That creates new governance questions:
• where does data flow?
• who approves actions?
• how are logs controlled?
The risk isn’t just the model — it’s the architecture behind autonomous AI systems.







