Microsoft Patents a Traffic-Aware ML System for Predicting Cloud Capacity Shortfalls
Instead of waiting for a server to buckle under load, Microsoft's new patent trains a per-service ML model to spot rising traffic…
1978 filings · category
AI/ML patents
The Big Tech patents worth knowing in ai/ml, in plain English. Updated weekly from new USPTO publications.
Recent filings
1978 total
AI Agent Networks Gain Self-Diagnosing Capabilities in New Patent
When one AI agent in a chain fails because it's missing critical information, Microsoft's new system figures out why — and quietly…
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…
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 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 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 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.…
Microsoft Patents an AI System That Finds Images Visually Different From Your Query
Most image search returns more of the same — Microsoft's new patent describes a system that deliberately hunts for related images that…
Microsoft Patents a Second AI That Arranges Your LLM Prompts for Better Code Responses
It turns out that where you put information inside an AI prompt matters almost as much as what you put there —…
Microsoft Patents a Context-Aware System for Summarizing Mixed Text, Images, and Audio
Imagine feeding an AI a meeting recording, a slide deck, and a chat transcript — and getting back a single, coherent summary…
Microsoft Patents a Domain-Aware Scoring System for AI-Generated Text Edits
When a doctor rewrites an AI-generated clinical note, not every edit carries the same weight — changing a drug name matters far…
Get the weekly Patentlyze email
We read every patent application Big Tech publishes and send you the ones worth knowing. Plain English, free, every week.