Bugcrowd Launches AI Bias Assessment Offering for LLM Applications [Yahoo! Finance]
International Business Machines Corporation (IBM)
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Source: Yahoo! Finance
SAN FRANCISCO April 16, 2024 /PRNewswire/ -- Bugcrowd , the leader in crowdsourced security, today announced the availability of AI Bias Assessments as part of its AI Safety and Security Solutions portfolio on the Bugcrowd Platform. AI Bias Assessment taps the power of the crowd to help enterprises and government agencies adopt Large Language Model (LLM) applications safely, efficiently, and confidently. LLM applications run on algorithmic models that are trained on huge sets of data. Even when that training data is curated by humans, which it often is not, the application can easily reflect "data bias" caused by stereotypes, prejudices, exclusionary language, and a range of other possible biases from the training data. Such biases can lead the model to behave in potentially unintended and harmful ways, adding considerable risk and unpredictability to LLM adoption. Some examples of potential flaws include Representation Bias (disproportionate representation or omission of certain
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