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Blog
Research, perspectives, and product news from the Arkose Labs team. Filter by category or browse the latest posts below.
Fraud Prevention
Arkose Labs built MatchKey by studying how agentic AI attacks challenges at scale; see what AI-resistant challenge design means for fraud teams.
27 May 2026
Whitney Constantine
Pass/fail challenge security discards your richest fraud signal. Treating the challenge as an intelligence sensor changes everything.
20 May 2026
AI
Trust and safety leader Paul Rockwell on why the bot-vs-human binary is collapsing, and what security teams need to build before it does.
13 May 2026
Cassie Stevenson
Human Fraud Farms
SMS toll fraud isn't a payment fraud problem. It's a bot detection failure that human fraud farms exploit. Here's how it works.
12 May 2026
Leah Moore
Agentic AI has made fraud cheaper and faster than ever. Here's why the only durable response is making attacks cost more than they're worth.
11 May 2026
Shimon Modi
Economic deterrence makes human fraud farm operations unprofitable. Here's why detect-and-block can't change those economics - and what does.
5 May 2026
Agentic AI security architecture needs to be built around economics, not trust — and the data from RSAC 2026 shows why identity-first fails.
1 May 2026
Human fraud farms are built to defeat defenses like behavioral biometrics, IP reputation and challenge-response. Here's why each breaks down.
22 April 2026
Agentic AI fraud runs like a digital factory - autonomous agents, no human labor, self-improving campaigns. See what the attack looks like.
21 April 2026
Human fraud farms use real workers to execute fraud at scale — defeating detection, creating fake accounts, enabling ATO.
17 April 2026
Agentic AI security gap: 97% of enterprise leaders expect an AI agent incident this year. See the readiness gap and learn how to close it.
2 April 2026
Agentic AI fraud costs businesses billions; losses projected to reach $40 billion by 2027. Learn what's driving the surge and how to defend.
18 March 2026
Tsvetan Tsonev
Device ID
Device fingerprinting fails at scale - one device, dozens of conflicting IDs. Arkose Device ID solves the collision and division problems.
3 March 2026
Ashish Mittal
Arkose Titan
Arkose Titan unifies bot, account, and fraud defenses into one platform, using shared intelligence to make attacks economically unviable.
10 February 2026
Learn how intelligent traffic anomaly detection eliminates false positives while catching more real attacks across global regions—without manual threshold tuning.
2 January 2026
Aniket Nambiar
