Error mitigation
Methods and tests that reduce hallucination, overconfidence, and silent failure in AI systems.
Resources
ENSURE AI
Establish Novel Secure Usage, Reliability, and Examinability in AI
Research, development, and testing lab for AI and AI-based solutions with an emphasis on error/hallucination mitigation and defensive security. Our work is of value to other researchers, AI developers, and organizations deploying AI.
What we publish
A lab for secure, reliable AI.
ENSURE AI is where we research, develop, and test AI and AI-based solutions—with an emphasis on error and hallucination mitigation and defensive security.
Defensive security
Hardening AI-based solutions against misuse, prompt abuse, data leakage, and adversarial behavior.
Examinability
Evidence, evaluation, and documentation that make AI behavior inspectable for researchers and operators.
Who it serves
Useful beyond our own work.
Our work is of value to other researchers, AI developers, and organizations deploying AI. Findings, methods, and evaluations will be published here as the lab's body of work grows.
Discuss a collaboration- 01
Researchers advancing reliable and secure AI
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Developers building AI-based products and platforms
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Organizations deploying AI in high-stakes environments