AI is finding twice as many software flaws. Almost none get exploited.
AI-discovered vulnerabilities are arriving at roughly twice last year’s rate. Almost none of them are being exploited. The US National Vulnerabilities Database recorded 45,207 software flaws between January and 27 July, already approaching the whole of 2025, which was itself a record. On that trajectory the year ends at roughly double the 2025 total, Bloomberg […]<br /> This story continues at The Next Web [...]
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Agentic orchestration: Enterprise AI organizations know how to govern agents but still can't meter what they cost
Across 107 enterprises, agentic orchestration is not a choice of a single platform.The typical enterprise runs three orchestration platforms at once, and selects them for flexibility across models rat [...]
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Agent context layers: Enterprises governing their AI data are catching twice as many bad answers as the ones who aren't
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AI finds plenty of security flaws, but almost none of them get exploited
VulnCheck counted how often security flaws found by AI actually get exploited. Out of 1,061 AI-discovered vulnerabilities in the first half of 2026, just 14 saw confirmed attacks. That's 1.3 perc [...]
Agentic reliability and evaluations : Enterprises that got burned by a bad eval are the most likely to remove humans from the loop, not the least
Across 108 enterprises, trust in automated agent evaluation rose sharply in July — and the failure rate it is supposed to predict did not move at all. The share of organizations that fully trust aut [...]
Agentic security: Enterprises enforce agent permissions two-thirds of the time — and isolate high-risk agents less than one in five
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The agent evaluation gap: Enterprise AI organizations have a reality-alignment problem, not a coverage problem — and most are shipping to production anyway
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Infrastructure and compute: Enterprises are buying AI compute for speed while flying blind on what it costs
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