Dolly 2.0

Generative AI Risk Assessment

As a leader in AI risk management, Robust Intelligence is proud to contribute a comprehensive risk assessment report of Dolly 2.0 — a popular large language model (LLM) open-sourced by Databricks in March 2023 — to the AI community.

The recent acceleration of AI advancements, coupled with the proliferation of open-source resources, have made sophisticated models widely accessible. LLMs and generative AI promise to be transformative for companies, but like all types of artificial intelligence, adoption carries specific risk.

Robust Intelligence applies a rigorous testing framework to any generative model and provides actionable steps to mitigate critical risks. The assessment will enable you to confidently harness the power of generative AI, while optimizing your AI systems and maintaining compliance. In this report, we showcase our findings in our standard format, which includes:

  • Full methodology for assessing security, ethical, and operational vulnerabilities
  • Key findings and why they matter
  • Report card with recommendations, adoption checklist, and deployment considerations

Contact us to learn more about mitigating Generative AI risk at

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