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From chatbots that provide customers with highly personalized product information

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to logistics coordinators that optimize delivery routes

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to AI agents that can execute complex analyses,

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Generative AI represents a paradigm shift with the potential to bring major improvements

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in efficiency, productivity, and topline growth across all industries.

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The power of GenAI allows developers to rapidly spin up

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proof of concept applications that can perform impressive feats,

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such as responding to customer emails, generating creative marketing content,

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and processing large volumes of unstructured data,

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used, for example, in core business functions.

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The power of GenAI, however, comes with new risks and challenges.

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Without strong guardrails, GenAI systems can produce unintended behavior,

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such as outputting harmful or offensive content,

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providing negative or inaccurate information,

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reinforcing harmful stereotypes or biases,

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or generating output that exposes sensitive data or security vulnerabilities.

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While manual testing and evaluation of GenAI systems is an essential part of risk management,

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humans alone cannot achieve the scale and speed necessary to thoroughly test these systems.

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Designed by data scientists and engineers, for data scientists and engineers,

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ARTKIT, BCG X’s open-source automated red teaming and testing toolkit,

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allows teams to facilitate all the aspects of responsible AI testing and evaluation.

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At BCG X, we use ARTKIT to evaluate whether GenAI systems are

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proficient, safe, equitable, secure, and compliant.

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BCG X’s automated red teaming and testing toolkit

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is designed to be user-friendly

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with a flexible set of small but powerful functions

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that data scientists and engineers can use to build custom testing

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and evaluation pipelines for virtually any GenAI system.

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ARTKIT allows product teams to

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accelerate and de-risk the development of their GenAI business models,

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precisely target risk based on industry, use case, or specific company,

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identify ways to improve product performance and generate more value,

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and help decision makers and business leaders confidently harness the power of GenAI.

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Discover how ARTKIT can help you take full advantage of GenAI, both quickly and safely.