AI Accuracy

How to Build Trust in AI: Verifying Intent, Context, and Truth Effectively

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Decoding AI Trust: Verifying Intent, Context, and Truth in Business In today’s era of promptware engineering, many businesses struggle to trust AI outputs. They worry about whether AI understands their true intent, if it’s considering the right context, or if its information is accurate. Silent errors or misaligned results can hurt decision-making and erode confidence … Read more

How to Fix Common Pitfalls of Vanilla RAG Systems for Reliable Business Insights

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Implementing Retrieval-Augmented Generation (RAG) systems can boost your business intelligence. However, relying on basic or ‘vanilla’ RAG setups often leads to unreliable answers, especially as document volumes grow. Many companies build simple RAG solutions, expecting them to handle complex, real-world data seamlessly. But it’s common to encounter outdated info, incorrect citations, or mixed-up data that … Read more