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From Beginner to Bug Hunter: Learning Cybersecurity in the AI Era

The article discusses learning cybersecurity, bug bounty programs, and using AI to support practice. It emphasizes that useful findings must be verifiable and reproducible. It describes curl ending its paid bounty program on January 31, 2026, after submission quality deteriorated, and notes defined restrictions affecting some Google programs while other opportunities continue.

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From Beginner to Bug Hunter: Learning Cybersecurity in the AI Era

The article discusses learning cybersecurity, bug bounty programs, and using AI to support practice. It emphasizes that useful findings must be verifiable and reproducible. It describes curl ending its paid bounty program on January 31, 2026, after submission quality deteriorated, and notes defined restrictions affecting some Google programs while other opportunities continue.