yup, you could repro this with just a bunch of smartphones – shared spatial map is the core. and yup, plenty of privacy questions – i think self hosted location stacks will become critical
DATA
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Cyber Resilience in the Agentic Era: Enterprise Continuity
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Cyber Resilience (CR) in the Agentic Era goes beyond reactive recovery from a data spill or cyber intrusion. Let's talk about that — deep CR, business continuity, and how @Commvault can meet your toughest enterprise CR requirements. There are many dimensions to CR, including:
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American AI Labs Stockpile Data While China Awakens to Reality
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over the last few years ~four american AI labs have stockpiling many petabytes of Good Data. no one else has this, it costs billions of dollars once china wakes up to the reality of cold-hard Data (purchased, stockpiled, compounding), the landscape will undergo a giant shift
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AI Data Extraction Accuracy: Supplier Certificate Confidence
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How confident are you in the accuracy of data your AI extracted from your last batch of supplier certificates?
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AI data extraction with confidence scores and supply chain traceability
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It attaches a confidence score and source citation to every extracted data point. When AI suggests a parts order, supervisors see the original supplier certificate and chain of custody.
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RAG-Driven Generative AI: Master DualRAG and Advanced Techniques
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New Release (2nd edition) from @PacktDataML available at https://
amzn.to/4tULP1b RAG-Driven Generative AI — Build MAS-RAG with DualRAG, GraphRAG, multimodal video pipelines, and Oracle Database 23ai 𝗞𝗲𝘆 𝗙𝗲𝗮𝘁𝘂𝗿𝗲𝘀:
Master DualRAG by combining vector search with SQL -
Forensic File Analysis System Optimizes AI Model Inputs
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The system performs forensic analysis on every file, isolating different content types for specialized AI tools. No more feeding garbage inputs to expensive models.
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Document Pre-processing: AI Routing for Intelligent Data Analysis
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Document pre-processing acts like an AI interpreter before data hits your main model. It routes handwritten notes to handwriting experts, diagrams to visual analysis tools. Then validates against business rules.
— Lucian Fogoros (@fogoros) 27 avril 2026
Partner content with Adlib. #adlib_iiot pic.twitter.com/SrIPA25UQlDocument pre-processing acts like an AI interpreter before data hits your main model. It routes handwritten notes to handwriting experts, diagrams to visual analysis tools. Then validates against business rules.
Partner content with Adlib. #adlib_iiot -
Real-World AI Use Cases: Function Calling and Data Extraction
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Some real-word use cases from past year: function calling, data extraction, query rewriting, personal assistants, intent classification, complexity routing, data rephrasing, image captioning, object detection, live translation, etc. We actively work in this field at @liquidai
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Databricks Named TIME’s Most Influential Software Company 2026
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Databricks has been named one of TIME's 10 Most Influential Software Companies of 2026.
— Databricks (@databricks) 27 avril 2026
The recognition reflects where intelligent analytics and enterprise AI are heading: any employee can query their data in natural language, no programming required.
This innovation takes a… pic.twitter.com/FWK0HB9RSHDatabricks has been named one of TIME's 10 Most Influential Software Companies of 2026. The recognition reflects where intelligent analytics and enterprise AI are heading: any employee can query their data in natural language, no programming required. This innovation takes a