AI Detection
New research uses explainable AI techniques to reveal why AI-generated text detectors fail in practice despite strong benchmark scores, exposing critical shortcomings in current detection approaches.
AI Safety
New research reveals frontier language models frequently skip or contradict their own chain-of-thought reasoning, raising serious questions about AI transparency and the reliability of systems that "show their work."
deepfakes
Research from the Radiological Society of North America reveals that AI-generated fake X-rays can deceive both trained radiologists and AI detection systems, raising urgent concerns about medical imaging integrity.
deepfake defense
A startup is betting that palm vein scanning can provide identity verification that AI-generated deepfakes cannot spoof, offering a biological layer of defense against synthetic media fraud.
AI Impersonation
A journalist confronts the CEO of an AI company that created a digital impersonation of them without consent, raising urgent questions about synthetic media ethics and identity rights.
fake news detection
New research proposes LLM-MRD, a framework that distills multi-view reasoning from large language models into smaller, efficient detectors for fake news identification.
Deepfake Detection
Reality Defender showcases its enterprise deepfake detection platform at RSAC 2026, targeting growing corporate demand for AI-generated content identification across video, audio, and images.
AI Content Labeling
X is rolling out new features to help users identify and handle AI-generated content on the platform, signaling a broader industry push toward synthetic media transparency and digital authenticity.
AI Regulation
A White House AI policy blueprint argues federal rules should override conflicting state AI laws, a consequential shift for deepfake regulation, disclosure standards, and digital authenticity vendors.
LLM Bias
A new paper shows that changing only names in prompts can flip LLM verdicts, revealing systematic bias through intervention consistency tests. The findings matter for AI moderation, authenticity review, and automated decision systems.
LLM Reliability
A new arXiv paper explores how to score the trustworthiness of structured LLM outputs in real time, aiming to make data extraction systems more auditable, calibrated, and safer to deploy.
Deepfake Detection
Alethea has partnered with Reality Defender to bring deepfake detection into its Artemis platform, signaling stronger enterprise demand for integrated digital authenticity workflows.