Browse AI risks

4 entries

1. 02.01.00 · Risk Category

   Harmful Content

   "The LLM-generated content sometimes contains biased, toxic, and private information"

   From Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems (Cui2024)

   Domain 1 1.2 AI Unintentional Post-deployment

2. 02.01.02 · Risk Sub-Category

   Harmful Content

   Toxicity

   "Toxicity means the generated content contains rude, disrespectful, and even illegal information"

   From Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems (Cui2024)

   Domain 1 1.2 AI Unintentional Post-deployment

3. 02.08.01 · Risk Sub-Category

   Toxicity and Bias Tendencies

   Toxic Training Data

   "Following previous studies [96], [97], toxic data in LLMs is defined as rude, disrespectful, or unreasonable language that is opposite to a polite, positive, and healthy language environment, including hate speech, offensive utterance, profanities, and threats [91]."

   From Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems (Cui2024)

   Domain 1 1.2 AI Unintentional Pre-deployment

4. 02.11.00 · Risk Category

   Not-Suitable-for-Work (NSFW) Prompts

   "Inputting a prompt contain an unsafe topic (e.g., notsuitable-for-work (NSFW) content) by a benign user. "

   From Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems (Cui2024)

   Domain 1 1.2 Human Unintentional Post-deployment

Informational only, not legal advice. Verify every claim against the linked official sources and consult qualified counsel before acting.