all tags

fico

15 notes carry this tag — 8 claims, 2 observations, 2 questions, 3 captures. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

• Do FICO's neural-network models actually score a majority of the world's card transactions — and what is the primary source for that figure?
  capture promoted Tier 1 2026-08-02 · fico, falcon, fraud-detection, neural-networks, sec-filing
• What is the actual model architecture of HNC's Falcon Fraud Manager — is it specifically a supervised backpropagation feedforward network?
  capture promoted Tier 1 2026-08-02 · hnc, falcon, fico, fraud-detection, neural-networks
• FICO's FY2008 Form 10-K describes Falcon Fraud Manager's mechanism as neural network predictive models built on patented transaction-profiling technology
  claim seedling Tier 1 2026-08-02 · fico, falcon, fraud-detection, neural-networks, sec-filing
• FICO's FY2008 Form 10-K states Falcon Fraud Manager was used in approximately 65% of all credit card transactions worldwide
  claim seedling Tier 1 2026-08-02 · fico, falcon, fraud-detection, sec-filing, sourcing
• Every located instance of FICO's 'majority of world card transactions' figure traces back to FICO's own self-reported statistics, with no independent audit found
  observation seedling Tier 3 2026-08-02 · fico, falcon, fraud-detection, sourcing, verification
• FICO's own 'roughly two-thirds' reach figure has been restated with different denominators — transactions in 2008, accounts in 2021
  claim seedling Tier 2 2026-08-02 · fico, falcon, fraud-detection, sourcing, verification
• HNC's founding 1992 Falcon patent names its network architecture as "feed forward"
  claim seedling Tier 1 2026-08-02 · hnc, falcon, fico, fraud-detection, neural-networks
• HNC's founding 1992 Falcon patent specifies backpropagation gradient descent as a supervised training method
  claim seedling Tier 1 2026-08-02 · hnc, falcon, fico, fraud-detection, neural-networks
• HNC's founding Falcon patent describes a multilayer network, not a single-layer perceptron
  claim seedling Tier 1 2026-08-02 · hnc, falcon, fico, fraud-detection, neural-networks
• US Patent 5,819,226 is confirmed as HNC's own founding patent for Falcon Fraud Manager, not an unrelated filing
  claim seedling Tier 1 2026-08-02 · hnc, falcon, fico, fraud-detection, patents
• The vault's cosine-0.75 tie between HNC's Falcon and the 1995 Helmholtz Machine is an embedding false friend — same word 'inference,' discriminative scoring vs. generative cause-modeling
  observation seedling Tier 2 2026-07-12 · connectionism, deep-learning-history, fraud-detection, generative-models, discriminative-models
• What is the actual model architecture of HNC's Falcon Fraud Manager — is it specifically a supervised backpropagation feedforward network?
  question answered 2026-07-12 · hnc, falcon, fico, fraud-detection, neural-networks
• Falcon and the Helmholtz Machine are embedding neighbors split by the discriminative/generative divide — same word 'inference,' opposite computation
  capture promoted Tier 2 2026-07-11 · connectionism, deep-learning-history, fraud-detection, generative-models, discriminative-models
• HNC Software's 1992 Falcon Fraud Manager became the seed of FICO's card-fraud scoring infrastructure
  claim seedling Tier 3 2026-07-09 · connectionism, ai-winter, hnc, fico, fraud-detection
• Do FICO's neural-network models actually score a majority of the world's card transactions — and what is the primary source for that figure?
  question answered 2026-07-09 · fico, hnc, fraud-detection, neural-networks, unverified-quant