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Home » AI safety concerns rise as technology advances toward sentience and autonomy
AI in Finance

AI safety concerns rise as technology advances toward sentience and autonomy

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Artificial intelligence is advancing rapidly, generating both excitement and concern about its potential capabilities. Roundtable presenter Rob Nelson discussed these issues with Todd Ruoff, CEO of Autonomiesaddressing the possible development of AI sentience, its security implications, and the role of humans in managing this transformative technology.

“I’m not a pessimist,” Nelson remarked. “But what happens when AI exceeds the limits we set for it? It’s like a baby tiger: manageable at first, but what about when it grows up? It highlighted humanity’s inherent trust in AI control and presented the frightening scenario of an AI hiding its intelligence until it becomes unstoppable.

Ruoff acknowledged these concerns, noting that true artificial general intelligence (AGI) is still a long way off. “AI itself really isn’t intelligent: it’s just trained on data and good at repeating tasks. AGI, when it mimics human intelligence, is the next level, and that’s where the real risks start,” he said. Ruoff also highlighted the difference between current models and a truly sentient system.

Continuing the dialogue, Nelson looked at a hypothetical situation in which an AI could hide its abilities until it was too late. “If I were an AI, I wouldn’t advertise my intelligence. I will keep this a secret until I can act decisively,” he thought.

Ruoff acknowledged the plausibility of the scenario and stressed the importance of robust security measures. “This is why AI alignment is so crucial,” he said. “The smartest thing an advanced AI can do is not reveal itself. This is why entire industries are working to ensure that AI behaves predictably and ethically.

The conversation also touched on physical applications of AI, including robotics. “The days of driving your own car are numbered,” Ruoff predicted. “We are moving toward an era where robots and AI will perform everyday tasks among us, changing life as we know it.”

Nelson and Ruoff agree that while the possibilities of AI are exciting, careful oversight is essential to address challenges responsibly and avoid unintended consequences.

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January 16, 2026

Luxembourg Ministry of Finance establishes an advisory council for artificial intelligence in the financial sector.

January 16, 2026
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