@vktrnow.bsky.socialHow to Keep Incomplete Data From Breaking Your ML Pipeline: Incomplete data can make AI dashboards look finished when they aren't. Learn how one ML pipeline uses Kafka, retries and job tracking to catch hidden failures.
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@vktrnow.bsky.social5 AI Security Mistakes Companies Keep Making: What happens when AI gets more access than it needs and no one's watching?
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@vktrnow.bsky.socialBehavior-Aware RAG: Why Enterprise AI Needs Workflow Context to Actually Work: Traditional enterprise RAG retrieves documents based on text alone. Behavior-Aware RAG adds workflow context and telemetry, cutting task completion time by 25%.… #informationmanagement #retrievalaugmentedgeneration
@vktrnow.bsky.socialCohere Launches Parse to Turn Enterprise Documents Into Structured Data: Cohere launches Parse, a document AI model that turns PDFs, slides and images into structured text, priced at $1.50 per 1,000 pages.
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@vktrnow.bsky.socialYour AI Is Running on Institutional Folklore, Not Data Lineage: When every dashboard refreshes on time and the numbers are still wrong, the problem isn't the model.
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@vktrnow.bsky.socialHow Dirty IT Data Creates AI Automation Risk: AI is exposing the hidden costs of poor IT data. Here’s how to prevent automated workflows from scaling operational failures.
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@vktrnow.bsky.socialWhat Search and Recommendation Systems Taught Me About Enterprise AI: After years building recommendation systems at Amazon, I keep seeing enterprise AI teams repeat the same mistakes.
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