Preamble (company)

Preamble is particularly notable for its early discovery of vulnerabilities in widely used AI models, such as GPT-3, with a primary discovery of the prompt injection attacks. These findings were first reported privately to OpenAI in 2022 and have since been the subject of numerous studies in the field. Preamble has entered a partnership with Nvidia to improve AI safety and risk mitigation for enterprises. They are a part of the Air Force security program as a notable Pittsburgh AI hub. Since 2024, Preamble has partnered with IBM to combine their guardrails with IBM Watsonx. == Research ==

Preamble's research revolves around AI security, AI ethics, privacy and regulation. In May 2022, Preamble's researchers discovered vulnerabilities in GPT-3 which allowed malicious actors to manipulate the model's outputs through prompt injections. Preamble was granted a patent by the United States Patent and Trademark Office to mitigate prompt injection in AI models. == References ==