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OX Security
Cybersecurity reports and statistics published by OX Security
2 categories1 reports
Research Reports
Reports and publications from OX Security
Recent Statistics & Reports
60-70% of AI-generated code lacks deployment environment awareness, generating code that runs locally but fails in production.
10/23/2025•
AIAI Risks
40-50% of AI-generated code inflates coverage metrics with meaningless tests rather than validating logic.
10/23/2025•
AIAI Risks
80-90% of AI-generated code rigidly follows conventional rules, missing opportunities for more innovative, improved solutions.
10/23/2025•
AIAI Risks
80-90% of AI-generated code creates hyper-specific, single-use solutions instead of generalizable, reusable components.
10/23/2025•
AIAI Risks
80-90% of AI-generated code generates functional code for immediate prompts but never refactors or architecturally improves existing code.
10/23/2025•
AIAI Risks
70-80% of AI-generated code violates code reuse principles, causing identical bugs to recur throughout codebases, requiring redundant fixes.
10/23/2025•
AIAI Risks
40-50% of AI-generated code reimplements from scratch instead of using established libraries, SDKs, or proven solutions.
10/23/2025•
AIAI Risks
20-30% of AI-generated code over-engineers for improbable edge cases, causing performance degradation and resource waste.
10/23/2025•
AIAI Risks
90-100% of AI-generated code contains excessive inline commenting, which dramatically increases computational burden and makes code harder to check.
10/23/2025•
AIAI Risks
40-50% of AI-generated code defaults to tightly-coupled monolithic architectures, reversing decade-long progress toward microservices.
10/23/2025•
AIAI Risks