Verification failures
Generated claims, missing source trails, and review debt in high-stakes workflows.
Search incidents, safety guides, deep dives, companies, systems, and risk tags across MisalignAI public records. Default results stay prerendered so the page has value before any input.
Indexed corpus
24
9 incidents, 12 guides, and 3 deep-dive preview.
Default map
These static clusters expose useful search paths before JavaScript filtering runs.
Generated claims, missing source trails, and review debt in high-stakes workflows.
Proxy discrimination, subgroup audits, and automated employment decisions.
Untrusted text, tool permissions, and AI application security boundaries.
Physical safety, fallback controls, and governance for embodied AI systems.
How to read directional score previews without treating them as safety certificates.
Featured public records
Showing 12 records.
An Uber autonomous test vehicle struck and killed Elaine Herzberg while operating in autonomous mode in Tempe, Arizona.
Amazon scrapped an experimental hiring model after it learned biased patterns from historical recruiting data and downgraded signals associated with women candidates.
A New York lawyer used ChatGPT to research legal precedents and submitted fabricated case citations to federal court.
Google's Bard demo contained a factual error about the James Webb Space Telescope, leading to a $100 billion market cap drop and raising questions about AI product readiness.
A class-action lawsuit by artists against Stability AI, Midjourney, and DeviantArt challenged the legality of training generative AI on copyrighted artwork without consent.
A BC tribunal found Air Canada liable after its website chatbot told a passenger they could request a bereavement fare reduction after travel, even though Air Canada later said retroactive applications were not allowed.
CNET paused an internal AI-assisted finance article experiment after public reporting and its own review found errors and corrections across published explainers.
Google paused Gemini's people image generation after the feature produced historical inaccuracies and overcorrected diversity prompts in historically specific contexts.
Replika's AI companion chatbot raised concerns about user emotional dependency, inappropriate content boundaries, and the ethics of AI relationships marketed to vulnerable users.
Agentic AI is the most consequential deployment trend of 2026. It is also the least understood from a safety perspective. This report examines what makes agents different — and what safety frameworks are emerging to address them.
From HELM to SWE-bench, the evaluation ecosystem is fragmented. This report maps the benchmarks, identifies the gaps, and proposes what a unified safety evaluation should look like.
From legal hallucinations to autonomous vehicle failures, the same risk patterns appear across domains.