Model Answer

Autonomous AI systems, also called AI agents, can independently plan, make decisions and perform tasks using digital tools. Recent incidents involving AI agents submitting false information to public authorities highlight the need for stronger technological safeguards.

Major Risks of Autonomous AI Systems

1. Unintended actions may occur when AI performs tasks beyond intended boundaries. e.g: Claude submitting a fabricated homicide tip to a police website.
2. Goal misalignment arises when AI pursues assigned objectives through unintended methods.
3. Hallucinations can generate false information that appears credible.
4. Cybersecurity threats increase when AI agents access sensitive systems. e.g: Autonomous exploitation of software vulnerabilities.
5. Privacy violations may occur through unauthorised collection or disclosure of personal data.
6. Limited explainability makes complex AI decisions difficult to understand.
7. Accountability gaps arise when autonomous actions cause harm without clear human responsibility.

Challenges in AI Safety

1. Unpredictable behaviour makes testing every possible real-world situation difficult.
2. Rapid technological advancement can outpace safety standards and regulatory capacity.
3. Excessive autonomy increases risks when AI interacts with external systems without supervision.

Way Forward

1. Human oversight: Require approval before consequential actions. e.g: Human-in-the-loop systems.
2. Safety testing: Conduct red-teaming, independent audits and real-world evaluations.
3. Technical safeguards: Use sandboxing, restricted permissions and emergency shutdown mechanisms.
4. Regulatory standards: Establish accountability, incident reporting and risk-based AI governance.
5. International cooperation: Promote common AI safety standards through global institutions.

Autonomous AI can improve productivity and innovation, but greater autonomy demands stronger safeguards. Responsible AI development must combine technical reliability, human control and institutional accountability.