Open-source reliability framework for medical and health AI systems.
Budgeted counterfactual safety-reversal testing for simplified autonomous-driving simulations — an exploratory, reproducible research toolkit (closeout: INCONCLUSIVE).
Does an LLM reward how you write, not what you say? A small audit of LLM decisions on social-benefit applications with identical facts but different writing style, emotion and language.
A GitLab Duo–powered software evolution engine that simulates possible futures, transfers causal intelligence across systems, and autonomously engineers, secures, and verifies software at scale. Mirror of gitlab.com/shafir2/WorldLine
Counterfactual bug discovery: Nemotron proposes, Nebius executes, PARALLAX proves.
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