{
  "slug": "detection-debt",
  "title": "Detection debt: the obituary the detection vendors wrote themselves",
  "summary": "Detection vendors and platforms have spent two years conceding the limits of their own category. Here is the record, and the question it leaves behind.",
  "lede": "An entire security industry is built on estimating whether a signal is genuine. That estimate is getting worse as generation gets cheaper, and spending is rising to compensate. That is not an investment, it is a debt, and the clearest evidence for it was written by the vendors themselves.",
  "date": "2026-09-18",
  "reading_time": "14 min read",
  "category": "Research",
  "tags": [
    "detection debt",
    "fraud detection",
    "bot detection",
    "deepfake detection",
    "device fingerprinting",
    "security spend",
    "proof not detection"
  ],
  "image": "https://cdn.twc.sh/images/igcache/Detection%20Debt/1200_630/blog.jpg",
  "url": "/blog/detection-debt.html",
  "wordcount": 4449,
  "related": [
    "identity-failure-map",
    "wedge-fit-ic3-reread",
    "kyc-injection-attacks"
  ],
  "schema": "Article"
}