Tracking artificial intelligence in climate inventions with patent data

Here I present an approach to track the relation between AI and climate inventions on an economy-wide scale.

Here I use large-scale patent data to track AI inventions in technologies that can contribute to climate adaptation and mitigation. The initial ...

(PDF) Tracking artificial intelligence in climate inventions with patent ...

The estimated predictive difference of AI is in the range of 30–100% more ...

Tracking artificial intelligence in climate inventions with patent data

In highly cited patents, AI occurs more frequently in adaptation and transport than in other climate mitigation areas. AI in climate patents was associated with ...

Tracking artificial intelligence in climate inventions with patent data

AI in climate patents was associated with around 30–100% more subsequent inventions when counting all technologies. Yet AI-climate patents led to a greater ...

Tracking artificial intelligence in climate inventions with patent data

Tracking artificial intelligence in climate inventions with patent data: data for statistical analysis · History · Usage metrics · Categories.

(PDF) Artificial intelligence for climate change: a patent analysis in ...

A topic modeling analysis was performed to identify emerging themes from the unstructured textual data of the patent abstracts. This allowed the identification ...

ARTIFICIAL INTELLIGENCE FOR CLIMATE CHANGE MITIGATION

Barriers to using AI for emissions monitoring include lack of AI literacy, conflicting data, sovereignty concerns and uncertain financial models for ...

Using AI to Track AI Patents at the USPTO

The USPTO performed the study to determine “whether AI technologies are growing in volume and, importantly, whether they are diffusing across a ...

Knowledge for a warmer world: A patent analysis of climate change ...

Our analysis identifies additional cases, for example in agriculture, infrastructure, and clean production where public R&D support can encourage inventions ...

AI-Generated Inventions: Implications for the Patent System

With AI, the act of creating inventions moves away from a costly, time-consuming trial-and-error process towards an automated data-crunching ...

A Patent-Based Analysis Concludes That Companies, Such As ...

By analyzing patent data from national patent offices, researchers can track the development of AI inventions in areas relevant to climate ...

Summoning a New Artificial Intelligence Patent Model: In The Age Of ...

The third pillar arises from the confusion of who is a person of ordinary skills in regard to the nonobviousness assessment of AI inventions. We submit an ...

Measuring artificial intelligence: a systematic assessment and ...

Patents are detailed track records of inventions and require the disclosure of the technological knowledge embodied in the patented invention.

Patents on environment technologies - OECD

Indicators of technology development are constructed by measuring inventive activity using patent data across a wide range of environment-related technological ...

Artificial Intelligence Inventions & Patent Disclosure

inventive step in response to AI-generated inventions); Hyunjong Ryan Jin, Think Big! The Need for Patent Rights in the Era of Big Data and Machine Learning, 7 ...

Invention and Transfer of Climate Change–Mitigation Technologies

This article uses the European Patent Office Worldwide Patent Statistical Database to examine the geographic distribution and global diffusion of inventions

Can AI Inventions Be Patented? The USPTO Speaks. | Insights

Can AI Inventions Be Patented? The USPTO Speaks. · Inventors and joint inventors named on U.S. patents and patent applications must be natural ...

The Story of Artificial Intelligence in Patents - technology-trends - WIPO

The WIPO Technology Trends: Artificial Intelligence report draws on data in patent applications and combines it with analysis of scientific publications.

Artificial intelligence | epo.org - European Patent Office

The correlation between AI and legal frameworks in areas like data protection and privacy, inventorship as well as AI developments in areas such as health care ...