Alexander Oddo on Precision Training and Meeting the User Where They Are

This address addresses the persistent problem of training fatigue and the “one-size-fits-all” approach that has plagued cybersecurity awareness for decades. Despite years of mandatory training, phishing click rates have remained largely stagnant because organizations fail to evolve their content to match the modern threat landscape. 

The core topic here is how AI can continuously adjust training to reflect real-world risks by treating every employee as an individual with unique needs and past performance. By meeting people “where they are,” organizations can avoid overwhelming staff with mundane, irrelevant exercises and instead provide challenges that build their confidence and security skills.

Key Quotes:

• “The one-size-fits-all training ends up kind of being too difficult for that entry-level employee and being too easy for that senior level security person”.
• “The training has to be bite-sized micro training moments… 30 seconds, maybe a minute”.

The Rise of Precision Training

Alexander Oddo argues that for cybersecurity training to be effective, organizations must respect their employees’ time. When a finance executive is faced with a 30-minute mandatory annual test while juggling deadlines, they are likely to click “next” as fast as possible just to finish, learning nothing in the process. 

To combat this, he advocates for “precision training”—delivering bite-sized, relevant content that takes only 30 to 60 seconds to complete. These moments should be frequent throughout the year rather than a single annual event. For training to resonate, it must also be highly relevant to the recipient’s job; for instance, a finance employee should receive fake invoice simulations, while a sales representative might receive fake inbound leads. 

This approach focuses on “less noise and more signal,” ensuring that training is an engaging experience that actually prepares employees for the real-world attacks they face daily.

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