IBM Patents a Shared-Layer System for Running Multiple Fine-Tuned AI Models at Once
Running dozens of fine-tuned AI models simultaneously is expensive — each one wants its own copy of the same giant base model…
124 filings · category
AI assistant & agent patents
Assistants that answer and agents that act: filings covering AI that books, schedules, remembers, and gets things done without being walked through every step. We track where Big Tech thinks the autonomy line sits.
Recent filings
124 total
Sony Patents a Reinforcement-Learning System That Trains Around Network Lag
Network lag is a fact of life in online gaming — but what if the AI controlling game agents could learn which…
IBM Patents a Self-Organizing System That Stops LLMs From Confusing Their Own Tools
When you give an AI assistant dozens of tools to choose from, it can get confused — reaching for the wrong one…
IBM Patents a Hybrid AI Router That Assigns Sub-Tasks to Specialist Models
Instead of throwing every question at one giant AI model, IBM's patent describes a system that figures out which specialist model is…
IBM Patents a Deduplicated Mixture-of-Experts System for Multi-Model AI Inference
Running multiple AI models simultaneously means loading a lot of redundant components into expensive GPU memory — IBM's patent describes a way…
Adobe Patents a Context-Aware Query Rewriter That Routes Requests to the Right AI Model
When you're mid-conversation with an AI assistant and type something vague like 'make it shorter,' the system has to figure out what…
Salesforce Patents an LLM System That Tests and Trains Its Own AI Agents
Building AI agents is one challenge — figuring out whether they work correctly is a whole other problem. Salesforce is patenting a…
Microsoft Patents a Cost-Cutting Routing System for AI Coding Assistants
Running every developer keystroke through a massive cloud LLM is expensive. Microsoft's new patent describes a routing layer that quietly decides when…
Samsung Patents a Single Quantized Graph That Runs Multiple AI Models at Once
Running multiple specialized AI models on a phone is expensive — each one wants its own memory, its own quantization setup, and…
Samsung Patents a Dual-Space Neural Network for Robot Path Planning
Most robot navigation systems struggle when obstacles cluster in awkward configurations. Samsung's new patent takes a geometric detour — literally — by…
Salesforce's New Patent Wants to Replace Your Procurement Team With AI Agents
Salesforce is patenting a system where AI agents don't just suggest procurement actions — they take them, autonomously contacting suppliers on your…
IBM Patents a System for Ranking AI Answers by Accuracy
What if your AI assistant didn't just give you one answer — but quietly ran several, graded them, and only showed you…
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