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The Elephant blog on trusted identity

Topic
  • Fraud Prevention
  • Identity & Trust
  • Customer Experience
  • Efficiency & Collaboration
Team
  • Fraud
  • Product
  • Data Science
  • Engineering
From Blue Checks to Digital Footprints: The New World of Verified Identities
7 min read

From Blue Checks to Digital Footprints: The New World of Verified Identities

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Pipl Announces Partnership with FICO to Offer Elephant Trust Products
3 min read

Pipl Announces Partnership with FICO to Offer Elephant Trust Products

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When payment volatility isn't noise, but hidden friction
4 min read

When payment volatility isn't noise, but hidden friction

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What happens when fraud optimization outpaces the truth
4 min read

What happens when fraud optimization outpaces the truth

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What the unexpected patterns Black Friday 2025 revealed about trust at scale
4 min read

What the unexpected patterns Black Friday 2025 revealed about trust at scale

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Why high-performing fraud schemes are the hardest to stop
2 min read

Why high-performing fraud schemes are the hardest to stop

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Your identity graph is a lie
4 min read

Your identity graph is a lie

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Precision fatigue: Why better models don't make better decisions
4 min read

Precision fatigue: Why better models don't make better decisions

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You’ve trained your systems to block bots, but agentic commerce would like a word
5 min read

You’ve trained your systems to block bots, but agentic commerce would like a word

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Your fraud system is confident, but it’s also wrong
3 min read

Your fraud system is confident, but it’s also wrong

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How trust systems are built and not just assumed
3 min read

How trust systems are built and not just assumed

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Your model may be precise, but is it fluent?
3 min read

Your model may be precise, but is it fluent?

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If your model is so accurate, why doesn’t anyone trust it?
3 min read

If your model is so accurate, why doesn’t anyone trust it?

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It’s not a model accuracy problem; it’s a model use problem
3 min read

It’s not a model accuracy problem; it’s a model use problem

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Escalation isn’t a failsafe, it’s a symptom
3 min read

Escalation isn’t a failsafe, it’s a symptom

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What your model gets right, your system still corrects
3 min read

What your model gets right, your system still corrects

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You made it observable, but no one is watching
3 min read

You made it observable, but no one is watching

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Are you still running a threat-era system in a trust-era world?
3 min read

Are you still running a threat-era system in a trust-era world?

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What it really means to run an adaptive fraud system
3 min read

What it really means to run an adaptive fraud system

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Every decline is a data leak
3 min read

Every decline is a data leak

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Your KPIs are grading the wrong test
4 min read

Your KPIs are grading the wrong test

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