Failures

Metric Deception: When Your Best KPIs Hide Your Worst Failures

of Green Dashboards Metrics bring order to chaos, or not less than, that’s what we assume. They summarise multi-dimensional behaviour into consumable signals, clicks into conversions, latency into availability and impressions into ROI. Nonetheless,...

AI Liability Insurance: The Next Step in Safeguarding Businesses from AI Failures

Businesses today depend heavily on Artificial Intelligence (AI) to run essential tasks like handling customer questions, spotting financial risks, managing supply chains, and supporting medical decisions. While AI helps improve speed and accuracy, it...

Learning the right way to predict rare sorts of failures

On Dec. 21, 2022, just as peak holiday season travel was getting...

Top Evaluation Metrics for RAG Failures

If you've been experimenting with large language models (LLMs) for search and retrieval tasks, you've likely come across retrieval augmented generation (RAG) as a method so as to add relevant contextual information to LLM...

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