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Deep & Emerging Tech·October 23, 2026·1 min read

AI Ushers in New Era of Cybersecurity Needs

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The White House treating PHP flaws as a national infrastructure risk is a reminder that AI-era security failures will often start in old code, not new models. If your stack still leans on legacy languages and libraries, your AI roadmap is only as credible as your software supply-chain hygiene.

Deep & Emerging Tech

The real test for Moderna’s cancer vaccine isn’t about beating Keytruda. It’s keeping cancer from coming back in the long term.

For oncology operators, the question isn’t just whether Moderna’s cancer vaccine can match Keytruda in the short term—it’s whether it can durably suppress recurrence over years, which changes trial design, follow-up infrastructure, and payer negotiations. Early data will drive headlines, but long-term outcomes will drive formulary and care-pathway rewrites.