{"data":{"id":"2f2ea274-6155-4102-b139-e6e645ec0029","title":"AI isn’t closing the skills gap — it’s exposing the validation gap","summary":"The cybersecurity industry faces a 'validation gap' rather than a true skills gap, meaning the problem isn't that skilled people don't exist but that we can't verify who is actually ready for real-world security work. Traditional training like courses and certifications can't keep pace with rapidly evolving threats from AI and attacker tactics, so security professionals need continuous hands-on experience with their organization's actual systems and attack scenarios, not just theoretical knowledge.","solution":"N/A -- no mitigation discussed in source.","labels":["security","policy"],"sourceUrl":"https://www.csoonline.com/article/4192376/ai-isnt-closing-the-skills-gap-its-exposing-the-validation-gap.html","publishedAt":"2026-07-06T09:00:00.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":["IBM"],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"patchAvailable":null,"disclosureDate":"2026-07-06T09:00:00.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["integrity","availability"],"aiComponentTargeted":null,"llmSpecific":false,"classifierConfidence":0.75,"researchCategory":null,"atlasIds":null}}