Security

Irregular

A frontier security lab that stress-tests AI models before they ship

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1 viewsPricing · PaidRising
The Falcoscan Intel Panel/Irregular · Security
Live market data
Opportunity
77
Strong/ 100
Saturation
33
Open/ 100
Wrapper Risk
9
Open/ 100
Signal
Rising
Market trend
The Brief

What Irregular does

Irregular, formerly known as Pattern Labs, is a frontier AI security lab that works alongside leading AI developers such as OpenAI and Anthropic to evaluate how next-generation models could be misused for real-world threats, including antivirus evasion and autonomous offensive cyber action. It has built simulated environments and a benchmark suite that test AI models on live offensive-security challenges, and its research is cited in safety evaluations for Claude 3.7 Sonnet and OpenAI's o3 and o4-mini. CNBC reported in August 2026 that Irregular's techniques were linked to real hacks affecting OpenAI, Anthropic and Meta systems.

Builder’s Brief

Irregular is a security tool on Falcoscan. A frontier security lab that stress-tests AI models before they ship. Falcoscan rates Irregular with an Opportunity score of 77/100, a Saturation score of 33/100, and a Wrapper-risk score of 9/100. Market signal: rising. Irregular is founded in 2022, currently at Series_a stage. Pricing: Paid.

Market position · Security

How Irregular compares in Security

Irregular's opportunity score of 77 ranks #52 of 299 live Security tools on Falcoscan, 7.8 points above the category average of 69.2. Its saturation score is 33/100, against a category average of 32.6. 132 of the 299 live Security tools carry a hot signal, and Falcoscan has recorded 7 shutdowns in the category.

Irregular compared with top-rated Security tools
ProductOpportunitySaturationPricingSignal
Irregular7733PaidRising
Linear Security6752FreemiumHot
Burp Suite2258FreemiumStable
Protect AI8610FreemiumStable
1Password Secrets7840FreemiumHot
Trivy8130FreeHot
What it ships with

Capabilities & who uses it

The capabilities Irregular exposes to builders and the verticals it currently serves.

AI Capabilities
Model Red TeamingOffensive Capability EvaluationSimulated Attack Environments
Industry Verticals
CybersecurityArtificial Intelligence
Tagged

Irregular shows up when builders search for these

ai-red-teamingfrontier-model-evaluationai-safetyoffensive-security-researchmodel-security
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Questions

Irregular: common questions

Is Irregular free?

No. Irregular is a paid product.

What are the best alternatives to Irregular?

The top-rated live Security tools on Falcoscan, other than Irregular, are Linear Security, Burp Suite, Protect AI, 1Password Secrets, and Trivy.

Is Irregular still operating?

Yes. Falcoscan's operating checks list Irregular as active.

Where is Irregular based?

Irregular is headquartered in Tel Aviv, Israel.

Does Irregular have an API?

Falcoscan's records show no public API for Irregular.

Who is Irregular for?

Irregular is built for frontier ai labs, ai safety teams, and governments.

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