A summary of the HaloGuard 1.0 paper: how a written constitution of 46 policies, paired counterfactual prompts and balanced multilingual data were used to train a small input guard, what the paper reports, and what it does not claim.
Read articleA distributed adversarial research network of 392 independent red-teamers produced 200 structured alignment audit scenarios, published as an open dataset for Petri-based AI safety testing.
Read articleA proposal and pilot study for automating LLM safety testing using evolutionary search to generate seed prompts, addressing bottlenecks in human-crafted seed prompts for Petri's testing harness.
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