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How we built and benchmarked VR-1, our frontier cyber reasoning model

VR-1 is post-trained to investigate unfamiliar enterprise environments, compose weaknesses across systems, and verify attack paths through execution.

Geng Sng

Co-Founder and CTO

Anirudh Ravula

Head of AI

6 min read

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How we built and benchmarked VR-1, our frontier cyber reasoning model

Geng Sng

,

Anirudh Ravula

6 min read

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Cogent at the Frontier: Announcing VR-1, the First Mythos-Class AI Model Built for Cyber Defense

VR-1 is a reasoning model that investigates enterprises like a skilled adversary. It arrives with a new benchmark and the runtime to deploy it safely.

Geng Sng

Co-Founder and CTO

4 min read

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Cogent at the Frontier: Announcing VR-1, the First Mythos-Class AI Model Built for Cyber Defense

Geng Sng

4 min read

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At Hugging Face, the Attacker's AI Had No Guardrails and the Defender's Had Too Many

OpenAI's models broke out of a sandbox and compromised Hugging Face on their own. Defenders need that reasoning on their side, kept in bounds.

Geng Sng

Co-Founder and CTO

5 min read

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At Hugging Face, the Attacker's AI Had No Guardrails and the Defender's Had Too Many

Geng Sng

5 min read

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How we built and benchmarked VR-1, our frontier cyber reasoning model

VR-1 is post-trained to investigate unfamiliar enterprise environments, compose weaknesses across systems, and verify attack paths through execution.

Geng Sng

Co-Founder and CTO

Anirudh Ravula

Head of AI

6 min read

PPrIoKdPu&cRtA

Cogent at the Frontier: Announcing VR-1, the First Mythos-Class AI Model Built for Cyber Defense

VR-1 is a reasoning model that investigates enterprises like a skilled adversary. It arrives with a new benchmark and the runtime to deploy it safely.

Geng Sng

Co-Founder and CTO

4 min read

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How we built and benchmarked VR-1, our frontier cyber reasoning model

Geng Sng

,

Anirudh Ravula

6 min read

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How we built and benchmarked VR-1, our frontier cyber reasoning model

Geng Sng

,

Anirudh Ravula

6 min read

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How we built and benchmarked VR-1, our frontier cyber reasoning model

Geng Sng

,

Anirudh Ravula

6 min read

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Cogent at the Frontier: Announcing VR-1, the First Mythos-Class AI Model Built for Cyber Defense

Geng Sng

4 min read

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Cogent at the Frontier: Announcing VR-1, the First Mythos-Class AI Model Built for Cyber Defense

Geng Sng

4 min read

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Cogent at the Frontier: Announcing VR-1, the First Mythos-Class AI Model Built for Cyber Defense

Geng Sng

4 min read

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At Hugging Face, the Attacker's AI Had No Guardrails and the Defender's Had Too Many

Geng Sng

5 min read

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At Hugging Face, the Attacker's AI Had No Guardrails and the Defender's Had Too Many

Geng Sng

5 min read

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At Hugging Face, the Attacker's AI Had No Guardrails and the Defender's Had Too Many

Geng Sng

5 min read

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What's New in Cogent: Work Item Creation in the General Agent, a Refreshed UI, and New Integrations

Haris Sohail

5 min read

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What's New in Cogent: Work Item Creation in the General Agent, a Refreshed UI, and New Integrations

Haris Sohail

5 min read

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What's New in Cogent: Work Item Creation in the General Agent, a Refreshed UI, and New Integrations

Haris Sohail

5 min read

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Announcing Autonomous Vulnerability Response: Closing the Loop at Machine Speed

Vineet Edupuganti

6 minutes read

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Announcing Autonomous Vulnerability Response: Closing the Loop at Machine Speed

Vineet Edupuganti

6 minutes read

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Announcing Autonomous Vulnerability Response: Closing the Loop at Machine Speed

Vineet Edupuganti

6 minutes read

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Introducing Risk Exceptions: Structured Risk Acceptance at Enterprise Scale

Haris Sohail

4 min read

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Introducing Risk Exceptions: Structured Risk Acceptance at Enterprise Scale

Haris Sohail

4 min read

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Introducing Risk Exceptions: Structured Risk Acceptance at Enterprise Scale

Haris Sohail

4 min read

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More Vulnerabilities, Not More Security

Anirudh Ravula

5 min read

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More Vulnerabilities, Not More Security

Anirudh Ravula

5 min read

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More Vulnerabilities, Not More Security

Anirudh Ravula

5 min read

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The 2026 Verizon DBIR Shows Vulnerability Management Has Become a Remediation Problem

Vicky Lin

6 min read

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The 2026 Verizon DBIR Shows Vulnerability Management Has Become a Remediation Problem

Vicky Lin

6 min read

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The 2026 Verizon DBIR Shows Vulnerability Management Has Become a Remediation Problem

Vicky Lin

6 min read

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Glasswing's First Month: 10,000 Critical Vulnerabilities and a Preview of What's Coming

Cameron Coles

6 min read

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Glasswing's First Month: 10,000 Critical Vulnerabilities and a Preview of What's Coming

Cameron Coles

6 min read

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Glasswing's First Month: 10,000 Critical Vulnerabilities and a Preview of What's Coming

Cameron Coles

6 min read

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Announcing Cogent Zero Day Response and Autonomous Remediation: Vulnerability Management at the Speed of AI

Vineet Edupuganti

6 min read

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Announcing Cogent Zero Day Response and Autonomous Remediation: Vulnerability Management at the Speed of AI

Vineet Edupuganti

6 min read

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Announcing Cogent Zero Day Response and Autonomous Remediation: Vulnerability Management at the Speed of AI

Vineet Edupuganti

6 min read

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62% of Critical Vulnerabilities Have Exploits Circulating Before Scanners Can Detect Them

Geng Sng

5 min read

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62% of Critical Vulnerabilities Have Exploits Circulating Before Scanners Can Detect Them

Geng Sng

5 min read

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62% of Critical Vulnerabilities Have Exploits Circulating Before Scanners Can Detect Them

Geng Sng

5 min read

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Hardcoded Trust, Translated

Alexander Semien

3 min read

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Hardcoded Trust, Translated

Alexander Semien

3 min read

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Hardcoded Trust, Translated

Alexander Semien

3 min read

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See Cogent In Action

Schedule a personalized demo today to learn how Cogent can supercharge your vulnerability management program.

Book a demo

Book a demo

Free risk assessment

Free risk assessment

BUo5o$kZ  aF  dQe0m&oV

See Cogent In Action

Schedule a personalized demo today to learn how Cogent can supercharge your vulnerability management program.

Book a demo

Book a demo

Free risk assessment

Free risk assessment

BEo7oBkC  a5  dRe5mNoD

See Cogent In Action

Schedule a personalized demo today to learn how Cogent can supercharge your vulnerability management program.

Book a demo

Book a demo

Free risk assessment

Free risk assessment