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// LOG INTERCEPT: "being able to dynamically connect and correlate data to different part of a vulnerability management..."// LOG INTERCEPT: "security community has been certainly obsessed with creating a new acronym every day instead of..."// LOG INTERCEPT: "The illusion of independence In 2025, the industry still repeats the same mistake: letting the..."// LOG INTERCEPT: "Sales pitch force us to worry about things that are not so important; Change your..."// LOG INTERCEPT: "there are hundreds of security frameworks out there, all somehow accredited and accepted by industry,..."

Tag: training-metrics

2026.10.11 ID: 773

An ML Experience: The Measuring Devil in Disguise

What a stubborn training log taught me about measuring before tuning I learned this one the slow way: most “stuck” models were never moving in the first place. I spent days staring at a training log that refused to budge. Validation loss bouncing in a narrow band, accuracy wobbling literally around the same values, epoch […]

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