Is anything about AI worth the hype?

Dr. Adeel Shaikh Muhammad argues that when it comes to AI in the SOC, alert prioritization, anomaly detection, and SOC efficiency are where the real value is. The rest is mostly noise.

On The Cybersecurity Defenders Podcast, the cybersecurity strategist and three-time author draws a clear line between where AI delivers and where the industry has oversold it.

Full autonomous SOCs, perfect attack prediction, and replacing human analysts all fall on the hype side. AI narrows focus and accelerates decisions, but the final call still belongs to humans.

The full conversation includes:

• How attackers are already using AI to scale phishing, recon, and malware development
• Why identity security is the most underestimated challenge heading into the next few years
• How organizations early in their AI journey should think about identifying the right use cases
• What new skills SOC analysts will need as AI takes on more of the routine work