Amazon Bedrock Model Evaluation: Test the Task, Not the Demo
A model can excel at writing a polished product description and perform poorly at extracting safety conditions from a maintenance manual. It…
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A model can excel at writing a polished product description and perform poorly at extracting safety conditions from a maintenance manual. It…
Read articleRetrieval-augmented generation can make an assistant more useful by supplying relevant organization-specific information to a model at question time. It can also…
Read articleA team builds a retrieval assistant for a healthcare benefits organization. Its demonstration answers policy questions fluently, and stakeholders assume adding a…
Read articleThe most technically impressive penetration test can fail its client if the report is confusing, overstated, or impossible to act on. A…
Read articleAn application’s visible pages are only one part of its security boundary. Mobile clients, single-page applications, background integrations, and partner systems may…
Read articleFinding a suspicious configuration does not automatically justify exploiting it. In a production application, even an apparently harmless proof can alter records,…
Read articleA penetration test can become noisy and unproductive long before anyone attempts to exploit a weakness. The tester may scan an asset…
Read articleA report that says employees saved twenty minutes per day with AI can sound persuasive while concealing almost everything a finance team…
Read articleA pilot can earn glowing reviews from an innovation team and disappear as soon as those enthusiasts move to another project. Employees…
Read articleA business may approve an AI writing assistant for routine work and discover months later that teams are submitting confidential contracts, patient…
Read articleA company can buy sophisticated AI tools and still have no credible transformation strategy. Teams produce impressive demonstrations, leaders announce productivity targets,…
Read articleA project manager cannot deliver value by treating people as interchangeable entries in a resource plan. A specialist may know the architecture…
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