Supply chain constraints and the ongoing risk of invisible OAuth backdoors are shaping today’s AI and cybersecurity landscape. Hardware shortages and regulatory scrutiny make device lifecycle and cloud integrations top priorities. Practitioners should focus on persistent token hygiene and endpoint refresh planning to mitigate emerging threats.