Report generated on:
AI “black boxes” hide how decisions are made, embedding biases in hiring, lending, and law enforcement. Without transparent governance, these systems can perpetuate discrimination and erode public trust.
By 2030, up to 92 million jobs may be automated—manufacturing, transport, and customer service face the highest risk. Displaced workers and communities need reskilling programs and social safety nets.
Facial recognition and pervasive data mining empower constant surveillance. Unregulated data collection risks large-scale leaks and misuse of biometric profiles.
AI-driven cyberattacks—autonomous malware, deepfakes, phishing—are growing in sophistication. Weaponized AI agents can coordinate multi-step attacks faster than defenders can respond.
Training state-of-the-art models consumes enormous electricity and water. By 2023, AI data centers in North America alone burned >5 GW of power—intensifying carbon emissions and resource strain.
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