OpenClaw criticizes: AI needs governance like organizations

OpenClaw calls for governance of AI agents

The OpenClaw platform has expressed clear criticism of prevailing AI usage on Twitter. In a recent post, the team points out that most users treat AI systems like "calculators with feelings," which from OpenClaw's perspective represents a fundamental misunderstanding of the technology.

Governance as the key to success

OpenClaw pursues a radically different approach: The platform does not view AI as simple tools, but as governed organizations running companies. This perspective marks a paradigm shift in AI development and usage. Instead of isolated agents, AI systems should be understood as part of a larger governance structure.

Problems with traditional AI agents

OpenClaw's criticism specifically targets the weaknesses of traditional AI agents. Many users report problems such as forgetfulness, where agents lose important information, drift, where systems deviate from the original goal, and hallucinations, where AI generates false or fabricated information. These problems, according to OpenClaw, highlight the need for a more structured approach.

ORCA-Governance as a solution

The OpenClaw platform relies on its ORCA-Governance concept as an answer to these challenges. This concept aims to organize AI systems like companies with clear structures, responsibilities, and control mechanisms. The goal is to significantly improve the reliability and effectiveness of AI agents.

Call for discussion

In their Twitter post, OpenClaw calls on the community to share their biggest problems with AI agents. This interactive approach shows the platform's ambition to advance the discussion on AI governance and develop practical solutions for the industry.