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Security vendors accused of misusing 'AI-native' label

The term "AI-native" is being misused by many security vendors, according to Karthik Kannan, Founder and CEO of Anvilogic. Kannan argues that true AI-native security solutions were built from the ground up with AI integration in mind, allowing them to deeply reason about a company's specific environment. In contrast, many vendors are retrofitting AI onto legacy systems, leading to a superficial understanding that can generate confident but incorrect recommendations. Kannan proposes a four-question test focusing on context, reach, action, and economics to help buyers distinguish between genuine AI-native capabilities and mere repackaging of existing features. AI

IMPACT Highlights the importance of understanding AI implementation details in security products to avoid superficial solutions.

RANK_REASON Opinion piece by an industry executive about the misuse of a technical term.

Read on Forbes — Innovation →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Security vendors accused of misusing 'AI-native' label

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Opinion piece by an industry executive about the misuse of a technical term.
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COVERAGE [1]

  1. Forbes — Innovation TIER_1 English(EN) · Karthik Kannan, Forbes Councils Member ·

    The Four Question Test For Real AI-Native Security

    Vendors appropriate the "AI-native" label because building the real thing takes years they don't have.