HackerOne Blog

AI

Layers of Defense for AI Security Graphic

July 8, 2025

AI is changing the attack surface. CISOs can respond with human-led testing, crowdsourced insight, and a new playbook for AI security.

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Exposure Management

We Benchmarked Opus 4.7 on Vulnerability Validation. Here's What We Found.

April 21, 2026

We benchmarked Claude Opus 4.7 on code-backed vulnerability validation. See accuracy gains, fewer false positives, and what it means for triage.

Exposure Management

Some CISOs Feel Prepared for AI, Some Don’t: Here’s the Difference

April 17, 2026

HackerOne’s 2026 research shows AI adoption is outpacing security testing. Continuous security testing with seven methods helps CISOs close the coverage gap.

Exposure Management

Finding Fast, Fixing Slow: The Crisis of Asymmetric Remediation

April 17, 2026

AI vulnerability discovery is accelerating fast, but remediation is not. See why backlogs compound, why validation matters, and what to change now.

Exposure Management

The Vulnerability Apocalypse Is a Remediation Crisis

April 15, 2026

Move from periodic testing to continuous intake, faster validation, and systemic fixes for recurring bug classes. A data-backed case for retooling remediation.

Pentest as a Service

Why Real-World Testing Makes Agentic Pentesting Smarter Over Time

April 9, 2026

Agentic pentesting improves fastest in production. See how real-world testing plus validated feedback boosts accuracy, coverage, and reliability over time.

HackerOne News

Responsible AI at HackerOne: 2026 Update

April 9, 2026

A 2026 update on HackerOne’s responsible AI: human oversight for sensitive actions, stateless inference, no-training commitments, and open validation.