Microsoft Patents an Ontology-Driven Knowledge Graph Builder for AI Security Queries
Microsoft is filing patents on the plumbing behind its AI security tools — specifically, a system that reads messy, unstructured threat data…
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Microsoft Patents an AI System That Writes Job Postings From Your Network Data
Writing a job description is one of those tasks that takes longer than it should — and Microsoft thinks it has a…
Microsoft Patents a Registration-Based System to Lock App Tokens to Specific Instances
What if an authentication token could only ever work inside the exact app instance that requested it — and nowhere else? That's…
Microsoft Patents a Sequence-Prediction Model That Drops Positional Encoding
Microsoft is filing a patent for a transformer-style neural network that predicts what a user will do next — and it deliberately…
Microsoft Patents a Neural Network That Predicts Action Sequences from Entity Relationships
Microsoft has patented a way to train attention-based neural networks that treat 'who you interact with' and 'what those interactions say about…
Microsoft Patents Automatic Runtime Hardening via Static API Call Mapping
What if your build pipeline could automatically figure out exactly which system calls your app is allowed to make — and then…
Microsoft Patents a Pipeline That Extracts Fact-Checkable Claims from AI Text
When an AI writes a paragraph, which sentences are actually checkable facts — and which are vague fluff? Microsoft is filing patents…
Microsoft Patents a Detection Engine for Bot-Created Cloud Tenants
Bots don't just spam social media — they spin up fake cloud accounts to abuse free tiers, launder compute, or stage attacks.…
Microsoft Patents an Automated File-Compaction System for Data Lakes
Every data lake slowly turns into a junk drawer — thousands of tiny files that drag query performance to a crawl. Microsoft's…
Microsoft Patents a Language Model System That Fills Gaps in Sparse Technical Data
Databases full of holes are a silent killer for data-driven research — and Microsoft thinks a fine-tuned language model can patch them.…
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