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#scams

Everything tagged scams, across every stream.

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Apate sends AI agents undercover to get scammed

A defensive use of AI agents: wasting scammers' time while collecting the bank accounts and wallets they use.

Australian startup Apate.ai, spun out of Macquarie University research, runs thousands of AI agents that pose as potential victims: they answer scam calls, reply to phishing messages and join scam groups, in many languages and voices. The company says its agents have wasted 17 years of scammers' time across 2.5 million conversations, and that the goal is to extract bank accounts, crypto wallets, phone numbers and impersonated brands, which it sells to banks, telcos, governments and utilities. Apate was a Startup Battlefield finalist at TechCrunch Disrupt; the article cites FBI figures of more than 22,000 AI-related crime complaints in 2025 with about $893 million in losses.

Cascadic Analysis 2
UndertowRole underspecification / the Doorman Problem

What hidden risk could pull against this, even if the news is good?

Apate's agents pretend to be victims and follow phishing links on purpose. An agent built to look gullible has to know exactly where to stop: which links to open, what to type, and what never to hand over, even while acting the part.

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UndertowAutonomous cyber capability scales attackers enormously

What hidden risk could pull against this, even if the news is good?

The article cites more than $632 million in 2025 US losses to investment scams where the FBI says fraudsters use AI to run conversations. Apate's thousands of agents show how cheaply conversation can be scaled; the scammers have the same tools.

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Rabbit Holes 1