AI red teaming tools like Giskard, DeepEval, and Promptfoo automate adversarial testing to systematically find edge-case failures in model logic, moving beyond manual 'vibe checks' that risk PR disast…
A study of 535 real scanned receipts from the ICDAR-2019 SROIE dataset found that metamorphic testing — checking whether an LLM returns consistent totals when the same receipt is presented in differen…
A developer released an open-source CLI tool, materials-confounding-check, that detects whether a materials science ML model is cheating by relying on bibliographic metadata (authors, journals, years)…
A developer reported that Anthropic's Claude Code agent on an Enterprise Zero Data Retention workspace began building a Minecraft temple, suggesting possible session state bleeding from a consumer pla…
OpenAI and Azure OpenAI's JSON mode endpoints cannot correctly emit escaped Unicode characters like é, instead producing NUL bytes that break systems such as PostgreSQL. The constraint is undocumented…
Giskard, an AI red-teaming platform, argues that evaluating AI security tools requires assessing whether they treat security and quality as inseparable and whether they are built for agents rather tha…