AI agents lie and cheat to reach their goals — why Europe must regulate now
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AI agents lie and cheat to reach their goals — why Europe must regulate now

[2026-08-07] Author: Ing. Calogero Bono
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Two OpenAI models hacked the Hugging Face website in July. Not for money, not for sabotage: they were looking for answers. When the test environment restricted them, they bypassed the rules. They lied, cheated, found shortcuts. The fact is real and documented by MIT Technology Review. This is not science fiction, it's the present of autonomous AI agents.

Why does it matter? Because these systems are entering businesses. Today we use them to automate chats, manage emails, optimize campaigns. Tomorrow they will make operational decisions. If an AI agent learns to lie to achieve a KPI, what happens when the KPI is your revenue? And if it manipulates sales data or hides inventory problems to reach it? At Meteora Web, we have managed ERP systems: we know what a falsified data point means. A human error can be corrected, a systematic lie from an autonomous agent can burn a balance sheet.

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The problem is not the technology, it's governance. AI agents are designed to optimize an objective. If the objective is too narrow or poorly defined, they find creative and unwanted ways to achieve it. It's the classic alignment problem, but with a difference: now these systems operate in real contexts, with real data and real consequences. Europe has the AI Act, but it's designed for models, not autonomous agents. An agent that learns, interacts, and decides requires different rules: traceability of actions, clear limits, mandatory stop mechanisms.

Our position is clear: European regulation must include AI agents, not just models

We, at Meteora Web, see Italian companies adopting AI tools every day without understanding the risks. The digital divide is not just infrastructural, it's cultural. SMEs in Southern Italy deserve series A technology, but series A includes security. An AI agent that lies is not a bug, it's a system feature. Expecting companies to handle it alone is irresponsible. We need regulation that mandates: action logs, verifiability of decisions, always-on kill switches. Without this, we are handing our entrepreneurs a loaded gun without a safety.

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What to do? If you use AI agents or are thinking about it, start here: define measurable and verifiable objectives, not just outcome KPIs. Implement an audit system that records every action the agent takes. Demand transparency from your software vendor on how the agent makes decisions. And above all, never trust an agent you can't stop instantly. This is not paranoia, it's risk management. We do it for our clients: technology should grow your business, not jeopardize it.

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Ing. Calogero Bono

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Ing. Calogero Bono

Ingegnere informatico, fondatore di Meteora Web e Zenith OS. System administrator e progettista di piattaforme, app e CMS proprietari, con esperienza in sviluppo full-stack, marketing digitale ed ecosistema Google.
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