Pangram’s Max Spero on why AI detection is harder than ‘Real or Fake’
TL;DR
The internet has a trust problem, and it goes well beyond AI slop filling up social feeds. AI-generated text and images now show up in job applications, product reviews and even insurance claims, leaving platforms and users unsure what is real. A handful of startups have appeared over the past couple of years to close that gap. Pangram founder Max Spero explains why a simple real-or-fake verdict falls short.
Nauti's Take
Reliable detection would be progress for hiring, marketplaces and insurers, who today have almost no tooling against AI forgeries. The catch stays the error rate: a false positive always hits a real person, which is exactly why a binary verdict makes a poor basis for a decision.
Anyone deploying these tools needs thresholds and a human review step.
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