Technology & AI
PriEval-Protect scores hospital privacy risk with legal LLM
PriEval-Protect, a new arXiv preprint, uses a fine-tuned legal LLM and technical data analysis to automate GDPR and HIPAA privacy risk scoring for
AI Models
165 stories
Technology & AI
Geospatial AI paper maps path from satellite data to agents
A Google Public Sector preprint proposes splitting geospatial AI between big-compute pretraining and expert fine-tuning, with LLMs as orchestrators.
Technology & AI
Adversarial prompting framework finds encoded attacks bypass AI safety
New arXiv preprint from Microsoft and Walmart researchers finds encoded prompts bypass AI safety filters most, raising the stakes for enterprise AI
Technology & AI
PVDetector catches prompt injection attacks with under 1% miss rate
A new arXiv preprint proposes a training-free detector that reads LLM hidden states to catch prompt injection attacks on purpose-specific agents, reporting
Technology & AI
AI agents burn 91% of tokens on simple edits, study finds
New E3 framework cuts AI agent cost 85% by estimating task difficulty before acting, matching 100% success on a 121-edit benchmark with code released.
Technology & AI
LLM agents hallucinate 36.9% of skill names, study finds
A new arXiv preprint found every agent tested invented non-existent skill names, creating a supply-chain attack path through open skill registries.
Technology & AI
LLM rubrics for AI grading biased toward high scores
First meta-evaluation of LLM-generated rubrics for paper reproduction finds AI graders are overly generous and too detailed, but augmentation helps.
Technology & AI
OpenAI GPT-Red automates red teaming with self-play
OpenAI's automated red teaming system GPT-Red uses self-play to find model weaknesses like prompt injection gaps affecting every AI user.
Technology & AI
LLM judges flip 85% of verdicts when given a reference answer
When AI models grade other AI models without an answer key, they hand out passing marks too freely, new research from Potsdam and Ottawa finds.
Technology & AI
DiffusionGemma transcribes speech in 8 parallel steps, 6.6% error rate
A 26-billion-parameter diffusion model transcribes speech in eight parallel steps, training just 42 million parameters for 6.6% word error rate on
Technology & AI
Bulkhead uses LLMs to detect and patch container escape bugs
Bulkhead, a new arXiv preprint, uses multi-agent LLMs to automatically find and fix path traversal vulnerabilities in containers running AI workloads.
Technology & AI
MindReader: LLM tool makes replacement passwords harder to guess
A new arXiv study finds LLM-suggested password replacements are more secure than human-created ones and equally memorable after one week.