UnfoldIPThemes

Company patents

UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED

UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED's patent strategy is surprisingly broad, with over half of its portfolio dedicated to areas like Healthcare Informatics (51.2%) and Business Methods & Fintech (54.4%), despite its name suggesting a pure AI focus. While Natural Language Processing dominates with 98.4% of its portfolio, it's notable that all categories, including its core NLP, experienced significant year-over-year declines in 2025 (e.g., NLP -26.7%, Databases & Information Retrieval -15.4%), and further declines so far in 2026, indicating a potential shift in patenting priorities after a surge in 2024.

Patent Trend by Technology Area

Yearly patent publications since 2023

Product themes

Product-level themes inferred from filings since 2023, with category chips showing where each theme appears. Select a theme to filter the patents below.

125 US filings (since 2023) · 7 categories · 8 themes

AI Information Synthesis

Systems and methods utilizing artificial intelligence, particularly large language models and neural networks, to extract, summarize, generate, or categorize information from unstructured or semi-structured data sources.

Databases & Information Retrieval
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125since 2023
-26.7%YoY
Speech-based Health & Accessibility

Applications of speech processing and artificial intelligence for medical diagnosis, therapeutic interventions, or accessibility solutions, particularly for conditions affecting speech production or hearing.

Speech Processing
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62since 2023
-43.5%YoY
Large Model Text Generation

Techniques for generating human-like text or other content using large pre-trained models, often involving prompt engineering, speculative decoding, or multi-modal inputs for content creation.

Natural Language Processing
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37since 2023
+44.4%YoY
Context-Aware Conversational AI

AI systems designed to engage in natural language dialogue, maintain conversation state, understand user intent, and generate relevant responses, often across multiple communication channels or modalities.

Natural Language ProcessingSpeech ProcessingMessaging & Email
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24since 2023
-46.2%YoY
Specialized Data Integration

Methods and systems for integrating, transforming, and managing complex or domain-specific data from disparate sources into a unified structure, often for specific applications like social networks, genomics, or business forms.

Databases & Information Retrieval
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5since 2023
n/a
AI for Medical Diagnostics

Utilizing machine learning, particularly deep learning, to analyze medical data such as images, sensor readings, or physiological signals for disease prediction, diagnosis, or treatment assessment.

Machine Learning & AIHealthcare Informatics
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4since 2023
new
Document & Information Extraction

Methods and systems for identifying, extracting, and structuring specific entities, relationships, or insights from text-based documents, often involving techniques like named entity recognition, relation extraction, or summarization.

Natural Language Processing
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3since 2023
0.0%YoY
Adaptive Speech Synthesis & Messaging

Technologies for generating artificial speech that is personalized, context-aware, or adaptable to specific virtual agents or messaging campaigns, often utilizing text-to-speech (TTS) and audio caching for efficient delivery.

Speech Processing
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2since 2023
new

Patents

Showing 1-10 of 125

Page 1 of 13
US 20260134208 A1APPLICATION
G06F40/20

COMPUTER IMPLEMENTED METHODS FOR THE AUTOMATED ANALYSIS OR USE OF DATA, INCLUDING USE OF A LARGE LANGUAGE MODEL

Filed:2025-11-14Pub:2026-05-14
Applicant:UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED

There is provided a method of improving the operation of a generative AI large language model (LLM)-based data processing system, by operating the LLM-based system in conjunction with a non-LLM data processing system; and in which (a) the LLM-based system sends a continuation as an input to the non-LLM system, and (b) the non-LLM system (i) uses symbolic representations to perform non-statistical reasoning on the input from the LLM-based system and (ii) generates a reasoned prompt or other context.

US 20260134207 A1APPLICATION
G06F40/20

COMPUTER IMPLEMENTED METHODS FOR THE AUTOMATED ANALYSIS OR USE OF DATA, INCLUDING USE OF A LARGE LANGUAGE MODEL

Filed:2025-11-14Pub:2026-05-14
Applicant:UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED

There is provided a method of improving the operation of a generative AI large language model (LLM)-based data processing system, by operating the LLM-based system in conjunction with a non-LLM data processing system; and in which (a) the LLM-based system sends a continuation as an input to the non-LLM system, and (b) the non-LLM system (i) uses symbolic representations to perform non-statistical reasoning on the input from the LLM-based system and (ii) generates a reasoned prompt or other context.

US 20260134206 A1APPLICATION
G06F40/20

COMPUTER IMPLEMENTED METHODS FOR THE AUTOMATED ANALYSIS OR USE OF DATA, INCLUDING USE OF A LARGE LANGUAGE MODEL

Filed:2025-11-14Pub:2026-05-14
Applicant:UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED

There is provided a method of improving the operation of a generative AI large language model (LLM)-based data processing system, by operating the LLM-based system in conjunction with a non-LLM data processing system; and in which (a) the LLM-based system sends a continuation as an input to the non-LLM system, and (b) the non-LLM system (i) uses symbolic representations to perform non-statistical reasoning on the input from the LLM-based system and (ii) generates a reasoned prompt or other context.

US 20260127367 A1APPLICATION
G06F40/20

COMPUTER IMPLEMENTED METHODS FOR THE AUTOMATED ANALYSIS OR USE OF DATA, INCLUDING USE OF A LARGE LANGUAGE MODEL

Filed:2025-11-21Pub:2026-05-07
Applicant:UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED

There is provided a method of improving the operation of a generative AI large language model (LLM)-based data processing system, by operating the LLM-based system in conjunction with a non-LLM data processing system; and in which (a) the LLM-based system sends a continuation as an input to the non-LLM system, and (b) the non-LLM system (i) uses symbolic representations to perform non-statistical reasoning on the input from the LLM-based system and (ii) generates a reasoned prompt or other context.

US 20260127366 A1APPLICATION
G06F40/20

COMPUTER IMPLEMENTED METHODS FOR THE AUTOMATED ANALYSIS OR USE OF DATA, INCLUDING USE OF A LARGE LANGUAGE MODEL

Filed:2025-11-21Pub:2026-05-07
Applicant:UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED

There is provided a method of improving the operation of a generative AI large language model (LLM)-based data processing system, by operating the LLM-based system in conjunction with a non-LLM data processing system; and in which (a) the LLM-based system sends a continuation as an input to the non-LLM system, and (b) the non-LLM system (i) uses symbolic representations to perform non-statistical reasoning on the input from the LLM-based system and (ii) generates a reasoned prompt or other context.

US 20260127365 A1APPLICATION
G06F40/20

COMPUTER IMPLEMENTED METHODS FOR THE AUTOMATED ANALYSIS OR USE OF DATA, INCLUDING USE OF A LARGE LANGUAGE MODEL

Filed:2025-11-07Pub:2026-05-07
Applicant:UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED

There is provided a method of improving the operation of a generative AI large language model (LLM)-based data processing system, by operating the LLM-based system in conjunction with a non-LLM data processing system; and in which (a) the LLM-based system sends a continuation as an input to the non-LLM system, and (b) the non-LLM system (i) uses symbolic representations to perform non-statistical reasoning on the input from the LLM-based system and (ii) generates a reasoned prompt or other context.

US 20260127364 A1APPLICATION
G06F40/20

COMPUTER IMPLEMENTED METHODS FOR THE AUTOMATED ANALYSIS OR USE OF DATA, INCLUDING USE OF A LARGE LANGUAGE MODEL

Filed:2025-11-07Pub:2026-05-07
Applicant:UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED

There is provided a method of improving the operation of a generative AI large language model (LLM)-based data processing system, by operating the LLM-based system in conjunction with a non-LLM data processing system; and in which (a) the LLM-based system sends a continuation as an input to the non-LLM system, and (b) the non-LLM system (i) uses symbolic representations to perform non-statistical reasoning on the input from the LLM-based system and (ii) generates a reasoned prompt or other context.

US 12596881 B2GRANTED
G06F40/30

Computer implemented method for the automated analysis or use of data

Filed:2022-12-25Pub:2026-04-07
Applicant:UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED

A computer implemented method comprising: storing or accessing in a non-transitory storage medium a structured machine-readable representation of data that conforms to a machine-readable processable language, receiving a sequence of words in a natural language, and automatically translating that sequence into the machine-readable processable language by identifying or generating structured, machine-readable representations that semantically represent a meaning of the sequence of words. The representation of data comprises semantic nodes and passages. A semantic node represents an entity and represented by an identifier. A passage is either a semantic node or a combination of semantic nodes. Meaning comes from choice of semantic nodes and the way their combinations. The method further includes translating the structured-machine readable representation to the natural language. The machine-readable processable language is processed to vary generated translations between alternatives that are substantially semantically equivalent to create varied and fresh responses for the benefit of human users.

US 12585883 B2GRANTED
G06F16/951

Computer implemented method for the automated analysis or use of data

Filed:2022-12-25Pub:2026-03-24
Applicant:UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED

There is provided a computer implemented method for automated analysis or use of data, comprising the steps of: (a) storing in a memory store a structured, machine-readable representation of data that conforms to a machine-readable language; in which the data includes personal health or medical data; (b) automatically processing the structured representation of the data to analyse the personal health or medical data; in which the method includes the steps of (c) the machine-readable language representing a question in a memory in the structured, machine-readable representation of data; and (d) automatically generating a response to the question, using the following steps: (i) matching the question with the structured, machine-readable representations of data previously stored in the memory store; (ii) fetching and executing one or more computation units, wherein the computation units represent computational capabilities relevant to answering the question; (iii) fetching and execution of one or more reasoning passages.

US 20260080164 A1APPLICATION
G06F40/20

COMPUTER IMPLEMENTED METHODS FOR THE AUTOMATED ANALYSIS OR USE OF DATA, INCLUDING USE OF A LARGE LANGUAGE MODEL

Filed:2025-11-21Pub:2026-03-19
Applicant:UNLIKELY ARTIFICIAL INTELLIGENCE LIMITED

There is provided a method of improving the operation of a generative AI large language model (LLM)-based data processing system, by operating the LLM-based system in conjunction with a non-LLM data processing system; and in which (a) the LLM-based system sends a continuation as an input to the non-LLM system, and (b) the non-LLM system (i) uses symbolic representations to perform non-statistical reasoning on the input from the LLM-based system and (ii) generates a reasoned prompt or other context.

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