
HackerOne CEO says humans still better than AI at judging business impact of vulnerabilities
According to HackerOne CEO Kara Sprague, humans excel at assessing business consequences of flaws while AI finds vulnerabilities at scale
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According to HackerOne CEO Kara Sprague, humans excel at assessing business consequences of flaws while AI finds vulnerabilities at scale
Unauthenticated users can run code via integer overflow when a crafted regular expression is compiled.

From October 26, 2026, only high and critical reports stay private on HackerOne; over 90% of recent submissions were below high.
High and critical reports stay private; Stenberg says over 90 percent of recent submissions were below high.
Best prompting reached 49.58% level accuracy on 240 vendor-validated Huntr reports; fine-tuning a 7B model hit 56.25%.

A 2026 comparison ranks twelve bug bounty platforms, with HackerOne, Bugcrowd, Intigriti, and Synack leading.

A 2026 ranking places HackerOne, Bugcrowd, and Intigriti as the leading bug bounty platforms.

Google paused its open-source bug bounty after invalid, mostly automated AI submissions overwhelmed reviewers.

GitLab urges self-managed users to immediately patch a maximum-severity path traversal flaw (CVE-2023-2825) enabling unauthenticated arbitrary file reads.

OpenAI pledges $1 billion in subsidized Daybreak cyber models and training for water utilities, grid operators, and other critical-infrastructure defenders.
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