1"use strict";(self.webpackChunketo_platform=self.webpackChunketo_platform||[]).push([[280],{2041:function(e,t,n){t.A=n.p+"static/image7-73e430ae56df5fd1b3662fc80de06cbc.gif"},2972:function(e,t,n){t.A=n.p+"static/image1-c7a7c210a38eb100af269decc5a6d45c.png"},3139:function(e,t,n){t.A=n.p+"static/image6-6e3fb2d2051c8291b81b0e8c43e76ec1.png"},6213:function(e,t,n){n.r(t),n.d(t,{Head:function(){return b},default:function(){return E}});var a=n(8453),r=n(6540),i=n(1088),o=n(2972),s=n(7748),l=n(9533),c=(n(7726),n(3139),n(2041));function h(e){const t=Object.assign({h2:"h2",a:"a",span:"span",h3:"h3",p:"p",ul:"ul",li:"li",strong:"strong",h4:"h4"},(0,a.RP)(),e.components),{ExternalLink:n}=t;return n||function(e,t){throw new Error("Expected "+(t?"component":"object")+" `"+e+"` to be defined: you likely forgot to import, pass, or provide it.")}("ExternalLink",!0),r.createElement(r.Fragment,null,r.createElement(t.h2,{id:"overview",style:{position:"relative"}},r.createElement(t.a,{href:"#overview","aria-label":"overview permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Overview"),"\n",r.createElement(t.h3,{id:"what-is-this-tool",style:{position:"relative"}},r.createElement(t.a,{href:"#what-is-this-tool","aria-label":"what is this tool permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"What is this tool?"),"\n",r.createElement(t.p,null,"The ",r.createElement("a",{href:"https://cat.eto.tech",target:"_blank",rel:"noopener"},"Country Activity Tracker (CAT)")," is a dashboard of AI activity at the national level. It includes metrics on research, patents, and private-market investment, providing insight into AI competition and cooperation around the world. Users can compare AI activity statistics for any country or group of countries worldwide, explore data on specific AI subfields and applications, and track AI-related collaborations and exchanges between nations."),"\n",r.createElement(t.h3,{id:"what-can-i-use-it-for",style:{position:"relative"}},r.createElement(t.a,{href:"#what-can-i-use-it-for","aria-label":"what can i use it for permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"What can I use it for?"),"\n",r.createElement(t.p,null,"You can use CAT to:"),"\n",r.createElement(t.ul,null,"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Measure a country's AI activity")," using CAT's metric groups: research, patents, and private-sector activity (companies and investments). Each group includes detailed metrics and data on trends over time."),"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Measure activity within different AI subfields and application areas")," using any of CAT's metric groups."),"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Compare countries across different metrics of AI activity.")," Users can build customized lists of countries, regions, and political groupings to compare across many of CAT's metrics."),"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Track trends in transnational AI activity"),", such as cross-border investment and research collaboration."),"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Vie
1w leading AI organizations and companies"),' within a country or group of countries using CAT\'s "top ten" lists.'),"\n"),"\n",r.createElement(t.p,null,r.createElement(t.a,{href:"#what-can-i-use-it-for-1"},"View details and examples >>")),"\n",r.createElement(i.i_),"\n",r.createElement(t.h3,{id:"what-are-its-most-important-limitations",style:{position:"relative"}},r.createElement(t.a,{href:"#what-are-its-most-important-limitations","aria-label":"what are its most important limitations permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"What are its most important limitations?"),"\n",r.createElement(t.ul,null,"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"CAT is AI-specific.")," CAT only covers AI-related activity. (See ",r.createElement(t.a,{href:"#sources-and-methodology"},"below"),' for details about how we identified "AI-related" publications, patents, and companies.) If you need data on other types of emerging technology, ETO may have ',r.createElement("a",{href:"/tools",target:"_blank",rel:"noopener"},"another tool")," that can help."),"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"CAT focuses on countries, not organizations or individuals.")," CAT is a tool for tracking and comparing country-level activity. It includes some information about individuals and organizations, but isn't designed to support analysis at that level."),"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"CAT's metrics may not give a complete picture")," of a country's AI activity. There are many ways to assess countries' AI activities. CAT includes three metric groups - research, patents, and private-sector activity (companies and investments) - that we think are meaningful, but they aren't exhaustive."),"\n",r.createElement(t.li,null,"CAT inherits additional limitations from its ",r.createElement(t.a,{href:"#what-are-its-sources"},"source datasets"),", including:","\n",r.createElement(t.ul,null,"\n",r.createElement(t.li,null,"Company and investment metrics capture a ",r.createElement(t.strong,null,"particular type of investment activity"),", and don't represent everything happening with AI in the private sector. ",r.createElement(n,{href:"https://eto.tech/dataset-docs/country-ai-activity-metrics/#company-and-investment-data"},"Read more >>")),"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Patent and publication data have a lag,")," making counts incomplete for recent years. The lag is especially significant for ",r.createElement(n,{href:"https://eto.tech/dataset-docs/country-ai-activity-metrics/#patent-lag"},"patent data"),"."),"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Possible errors or gaps in our assignment of publications to countries.")," We run raw author affiliation data provided by our sources through our own internal entity resolution model to identify the correct country of author affiliations. Our pipeline demonstrates improvements over raw affiliation data, but some publications remain unlinked to countries or may be linked to the wrong country. ",r.createElement(n,{href:"https://eto.tech/dataset-docs/country-ai-activity-metrics/#limitations-country"},"Read more >>")),"\n",r.createElement(t.li,null,"Publication metrics are based on primarily English-language sources that ",r.createElement(t.strong,null,"miss many Chinese-language publications"),". ",r.createElement(n,{href:"https://eto.tech/dataset-docs/country-ai-activity-metrics/#limitations-chinese"},"Read more >>")),"\n"),"\n"),"\n"),"\n",r.createElement(t.h3,{id:"what-are-its-sources",style:{position:"relative"}}
1,r.createElement(t.a,{href:"#what-are-its-sources","aria-label":"what are its sources permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"What are its sources?"),"\n",r.createElement(t.p,null,"CAT runs on ETO's ",r.createElement(n,{href:"https://eto.tech/dataset-docs/country-ai-activity-metrics/"},"Country AI Activity Metrics")," and ",r.createElement(n,{href:"https://eto.tech/dataset-docs/cross-border-tech-research-metrics/"},"Cross-Border Tech Research Metrics")," datasets. Limited additional data on cross-border patenting and investment, as well as data individual organizations, documents, and people, derives from ETO's ",r.createElement(n,{href:"https://eto.tech/dataset-docs/mac/"},"Merged Academic Corpus")," for research publications; The Lens, PATSTAT, and 1790 Analytics data for patents; and Crunchbase for company and investment data. ",r.createElement(t.a,{href:"#sources-and-methodology"},"Read more >>")),"\n",r.createElement(t.h3,{id:"does-it-contain-sensitive-information-such-as-personally-identifiable-information",style:{position:"relative"}},r.createElement(t.a,{href:"#does-it-contain-sensitive-information-such-as-personally-identifiable-information","aria-label":"does it contain sensitive information such as personally identifiable information permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Does it contain sensitive information, such as personally identifiable information?"),"\n",r.createElement(t.p,null,"No."),"\n",r.createElement(t.h3,{id:"what-are-the-terms-of-use",style:{position:"relative"}},r.createElement(t.a,{href:"#what-are-the-terms-of-use","aria-label":"what are the terms of use permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"What are the terms of use?"),"\n",r.createElement(t.p,null,"CAT is subject to ETO's general ",r.createElement("a",{href:"/tou",target:"_blank",rel:"noopener"},"terms of use"),". If you use the tool, please ",r.createElement(t.a,{href:"#how-do-i-cite-it"},"cite us"),"."),"\n",r.createElement(t.h3,{id:"how-do-i-cite-it",style:{position:"relative"}},r.createElement(t.a,{href:"#how-do-i-cite-it","aria-label":"how do i cite it permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"How do I cite it?"),"\n",r.createElement(t.p,null,'If you use data from CAT in your work, please cite the "Emerging Technology Observatory ',r.createElement("a",{href:"https://cat.eto.tech",target:"_blank",rel:"noopener"}
1,"Country Activity Tracker: Artificial Intelligence"),'" and include the link to the tool.'),"\n",r.createElement(t.h2,{id:"using-cat",style:{position:"relative"}},r.createElement(t.a,{href:"#using-cat","aria-label":"using cat permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Using CAT"),"\n",r.createElement(t.h3,{id:"how-do-i-use-it",style:{position:"relative"}},r.createElement(t.a,{href:"#how-do-i-use-it","aria-label":"how do i use it permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"How do I use it?"),"\n",r.createElement(i.Fc,null,"These instructions focus on the ",r.createElement(t.strong,null,"desktop version")," of the tool. Some features may be missing or act differently on mobile devices."),"\n",r.createElement(t.p,null,'CAT includes three basic views, one for each "dataset" or metric group - research, patents, and private-sector activity (companies and investments). Each view includes a different set of customizable tables and visuals.'),"\n",r.createElement(t.h4,{id:"getting-started",style:{position:"relative"}},r.createElement(t.a,{href:"#getting-started","aria-label":"getting started permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Getting started"),"\n",r.createElement(t.p,null,"Start with the selection bar at the top of the tool:"),"\n",r.createElement("figure",null,r.createElement("img",{src:o.A,alt:"The CAT selection bar"})),"\n",r.createElement(t.p,null,'Use the "Dataset" dropdown selector to choose a group of metrics to display - the tool will update automatically to match your selection. Then, use the other selectors to specify:'),"\n",r.createElement(t.ul,null,"\n",r.createElement(t.li,null,'The country or countries you\'d like to analyze with those metrics. The list includes individual countries (including some notable territories), regional groupings (Africa, Oceania, etc.), and certain political groupings (NATO, EU, etc.) You can choose more than one country or group of countries to analyze; type into the dropdown to navigate the list more quickly. If you select one or more groups of countries, you can check the "Aggregate metrics for country groups" box to make CAT display metrics at the group level, rather than displaying metrics for each individual country in the group.'),"\n",r.createElement(t.li,null,'The AI subfields or application areas to include in the analysis. The default is "all AI." The options in this dropdown will change depending on whether research, patents, or private-sector activity are selected.'),"\n"),"\n",r.createElement(t.p,null,'You can restore the defaults at any time with the "Clear" button.'),"\n",r.createElement(t.h4,{id:"reading-and-modifying-individual-tables-and-graphs",style:{position:"relative"}}
1,r.createElement(t.a,{href:"#reading-and-modifying-individual-tables-and-graphs","aria-label":"reading and modifying individual tables and graphs permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Reading and modifying individual tables and graphs"),"\n",r.createElement(t.p,null,"Look for dropdown menus, sorting buttons, and similar elements in the CAT tables to customize your analysis. The data in each table will update in real time as you make your selections."),"\n",r.createElement("figure",null,r.createElement("img",{src:s.A,alt:"Animation of the CAT tool in use"})),"\n",r.createElement(t.p,null,'Hover over the "?" icons to learn more about different sections and data points.'),"\n",r.createElement("figure",null,r.createElement("img",{src:l.A,alt:"Animation: hovering over the question mark icon"})),"\n",r.createElement(t.h4,{id:"coming-back-to-a-view",style:{position:"relative"}},r.createElement(t.a,{href:"#coming-back-to-a-view","aria-label":"coming back to a view permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Coming back to a view"),"\n",r.createElement(t.p,null,"As you work with CAT, your browser's address bar will update to reflect the applied filters and selections. Copy the URL in order to return to the same view later."),"\n","\n",r.createElement(t.h3,{id:"what-can-i-use-it-for-1",style:{position:"relative"}},r.createElement(t.a,{href:"#what-can-i-use-it-for-1","aria-label":"what can i use it for 1 permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"What can I use it for?"),"\n",r.createElement(t.p,null,r.createElement(t.strong,null,"Measuring a country's AI activity")," using CAT's three metric groups: research, patents, and private-sector activity (companies and investments). Each group includes detailed metrics and data on trends over time."),"\n",r.createElement(i.fO,{title:"Examples"},r.createElement(t.ul,null,"\n",r.createElement(t.li,null,"\n",r.createElement("a",{href:"https://cat.eto.tech/?expanded=Summary-metrics&countries=United+States&countryGroups=",target:"_blank",rel:"noopener"},"How many citations did U.S. AI researchers receive last year?"),"\n"),"\n",r.createElement(t.li,null,"\n",r.createElement("a",{href:"https://cat.eto.tech/?expanded=Summary-metrics&countries=&countryGroups=ASEAN&dataset=Investment",target:"_blank",rel:"noopener"},"How much investment do AI companies in ASEAN countries attract?"),"\n"),"\n",r.createElement(t.li,null,"\n",r.createElement("a",{href:"https://cat.eto.tech/?countries=China&countryGroups=&dataset=Patent&expanded=Summary-metrics&patentField=Security",target:"_blank",rel:"noopener"},"How many AI + security patents is China's patent office processing?"),"\n"),"\n")),"\n",r.createElement(t.p,null,r.createElement(t.strong,null,"Comparing countries across different metrics of AI activity.")," Users can build customized lists of countries, regions, and political groupings to compare across many of CAT's metrics."),"\n",r.createElement(i.fO,{title:"Examples"},r.createElement(t.ul,null,"\n",r.createElement(t.li,null,"\n",r.createElement("a",{href:"https://cat.eto.tech/?expanded=Summary-metrics&countries=&countryGroups=EU&dataset=Investment",target:"_blank",rel:"noopener"},"Which EU countries are attracting the most AI investment?"),"\n"),"\n",r.createElement(t.li,null,"\n",r.createElement("a",{href:"https://cat.eto.tech/?countries=United%20Kingdom%2CFrance%2CGermany&countryGroups=&expanded=Changes-over-time&scholarlyField=Large%20language%20models",target:"_blank",rel:"noopener"},"Who publishes more research about large language models: the UK, France, or Germany? How has this changed over time?"),"\n"),"\n")),"\n",r.createElement(t.p,null,r.createElement(t.strong,null,"Tracking trends in transnational AI activity,")," such as cross-border investment and co-publication."),"\n",r.createElement(i.fO,{title:"Examples"},r.createElement(t.ul,null,"\n",r.createElement(t.li,null,"\n",r.createElement("a",{href:"https://cat.eto.tech/?countryGroups=NATO&dataset=Investment&expanded=Cross-border-investment",target:"_blank",rel:"noopener"},"Where are investors from NATO most active outside NATO?"),"\n"),"\n",r.createElement(t.li,null,"\n",r.createElement("a",{href:"https://cat.eto.tech/?countries=United+States&countryGroups=&dataset=Patent&expanded=Cross-filing-activity",target:"_blank",rel:"noopener"},"How many U.S.-patented AI inventions are later patented in China also?"),"\n"),"\n",r.createElement(t.li,null,"\n",r.createElement("a",{href:"https://cat.eto.tech/?aggregate=true&countries=United States&countryGroups=South and Central America&expanded=Country-co-authorship",target:"_blank",rel:"noopener"},"How many AI articles are jointly published by U.S. and South or Central American authors?"),"\n"),"\n")),"\n",r.createElement(t.p,null,r.createElement(t.strong,null,"Identifying leading AI organizations and companies"),' within a country or group of countries using CAT\'s "top ten" features.'),"\n",r.createElement(i.fO,{title:"Examples"},r.createElement(t.ul,null,"\n",r.createElement(t.li,null,"\n",r.createElement("a",{href:"https://cat.eto.tech/?countries=Japan&countryGroups=&expanded=Top-ten-organizations&scholarlyField=Computer%20Vision",target:"_blank",rel:"noopener"},"Which Japanese organizations have the most citations in computer vision?"),"\n"),"\n",r.createElement(t.li,null,"\n",r.createElement("a",{href:"https://cat.eto.tech/?expanded=Top-companies&dataset=Investment&countries=United+Kingdom&countryGroups=",target:"_blank",rel:"noopener"},"Which British AI companies have raised the most money?"),"\n"),"\n")),"\n",r.createElement(t.h3,{id:"which-uses-are-not-recommended",style:{position:"relative"}}
1,r.createElement(t.a,{href:"#which-uses-are-not-recommended","aria-label":"which uses are not recommended permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Which uses are ",r.createElement(t.strong,null,"not")," recommended?"),"\n",r.createElement(t.ul,null,"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Researching individual authors, inventors, or publishing organizations.")," CAT is a tool for tracking and comparing country-level activity. Data on individual authors, articles, and inventors, is taken from our data sources and may contain errors or gaps."),"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Measuring investment in large (publicly traded) AI companies.")," CAT's investment metrics only cover private-market investment flows, such as venture capital. It excludes all investment in publicly traded companies, such as the \"Big Tech\" firms. There is no data specific to these larger companies in CAT, and the country-level investment numbers don't include any investments into them."),"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Measuring AI patenting by inventors from a specific country or countries.")," CAT's patent metrics describe where patents are being filed, not where the inventors of patents or organizations filing patents are located. In other words, CAT can't tell you how many AI patents are owned by Americans, but it can tell you how many patent families were first filed in the U.S. patent office, which is generally considered a good proxy. ",r.createElement(t.a,{href:"#counting-patents-patent-families-and-patent-documents"},"Read more >>")),"\n"),"\n",r.createElement(t.h2,{id:"sources-and-methodology",style:{position:"relative"}},r.createElement(t.a,{href:"#sources-and-methodology","aria-label":"sources and methodology permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Sources and methodology"),"\n",r.createElement(t.p,null,"ETO's ",r.createElement(n,{href:"https://eto.tech/dataset-docs/country-ai-activity-metrics/"},"Country AI Activity Metrics")," and ",r.createElement(n,{href:"https://eto.tech/dataset-docs/cross-border-tech-research-metrics/"},"Cross-Border Tech Research Metrics")," datasets are the source of CATâs country metrics and research collaboration metrics."),"\n",r.createElement(t.p,null,"Data on individual research authors and articles are taken from CSETâs ",r.createElement(n,{href:"https://eto.tech/dataset-docs/mac/"},"Merged Academic Corpus"),". Patent cross-filing metrics are derived from The Lens, PATSTAT, and 1790 Analytics. Cross-border investment metrics are derived from Crunchbase."),"\n",r.createElement(t.h3,{id:"sub-country-data-identifying-top-publication-authors",style:{position:"relative"}},r.createElement(t.a,{href:"#sub-country-data-identifying-top-publication-authors","aria-label":"sub country data identifying top publication authors permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Sub-country data: identifying top publication authors"),"\n",r.createElement(t.p,null,"The top ten authors for each country are the ten authors with the most citations to articles they released while affiliated with organizations in that country. (We exclude authors with fewer than five articles published in the last 10 years.) Authors may appear in the top ten for multiple countries if their output in each country qualifies them for each country's list. For example, if ",r.createElement(n,{href:"https://eto.tech/dataset-docs/country-ai-activity-metrics/#linking-articles-to-countries"},"Professor Smith")," publishes highly cited articles in Texas and in Tokyo, she might make the top ten list for the United States (based on her Texas articles) and for Japan (based on her Tokyo articles)."),"\n",r.createElement(t.p,null,'Note that the "Affiliation" column for each author in the "Top Ten Authors" table is populated using the organization where the author received the most citations. For example, if Professor Smith worked at Georgia Tech before moving to Texas, but the articles she published in Georgia have fewer total citations than the articles she published in Texas, she would be listed in the table as affiliated with the University of Texas, not Georgia Tech.'),"\n",r.createElement(t.h3,{id:"sub-country-data-identifying-top-patent-assignees",style:{position:"relative"}}
1,r.createElement(t.a,{href:"#sub-country-data-identifying-top-patent-assignees","aria-label":"sub country data identifying top patent assignees permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Sub-country data: identifying top patent assignees"),"\n",r.createElement(t.p,null,"A patent's assignee is the person or organization that owns the property right to the patent. CAT includes a list of the ten assignees with the most patents granted by each patent office. This list is compiled from raw assignee data in The Lens, PATSTAT, and 1790 Analytics. We don't currently normalize this data, so errors may appear (for example, misspelled assignee names or patents split across different spellings of the same assignee). A single granted patent may be associated with more than one assignee if multiple inventors filed it jointly or if its inventor sells or otherwise transfers it to someone else."),"\n",r.createElement(t.h3,{id:"sub-country-data-identifying-top-companies",style:{position:"relative"}},r.createElement(t.a,{href:"#sub-country-data-identifying-top-companies","aria-label":"sub country data identifying top companies permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Sub-country data: identifying top companies"),"\n",r.createElement(t.p,null,"CAT includes a list of the ten companies in each country with the most investment received. This list is compiled from raw Crunchbase data. We don't currently normalize this data, so errors may appear."),"\n",r.createElement(t.h3,{id:"counting-patents-patent-families-and-patent-documents",style:{position:"relative"}},r.createElement(t.a,{href:"#counting-patents-patent-families-and-patent-documents","aria-label":"counting patents patent families and patent documents permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Counting patents: Patent families and patent documents"),"\n",r.createElement(t.p,null,"In CAT, rather than count individual patent documents, we count patent families. This is because the same invention or concept often generates multiple patent documents; it can be submitted in different countries, resubmitted with corrections or amendments in the same location, etc. As the goal is to track the innovation rather than the individual document, patent families do this better, and avoid duplicate counts."),"\n",r.createElement(t.p,null,"When tracking patent country, CAT uses the country a patent is first filed in, which is a proxy for the country of the patent inventor or organization. See the CSET report ",r.createElement(n,{href:"https://cset.georgetown.edu/wp-content/uploads/CSET-Patents-and-Artificial-Intelligence-1.pdf"},"Patents and Artificial Intelligence: A Primer")," for more details."),"\n",r.createElement(t.p,null,"The one case where CAT uses the country of patent documents besides the first filing in a patent family is in considering cross-filing activity across jurisdictions within a patent family."),"\n",r.createElement(t.h3,{id:"cross-border-patent-and-investment-metrics",style:{position:"relative"}}
1,r.createElement(t.a,{href:"#cross-border-patent-and-investment-metrics","aria-label":"cross border patent and investment metrics permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Cross-border patent and investment metrics"),"\n",r.createElement(t.p,null,'Cross-border patent and investment metrics appear in CAT\'s "Cross-filing activity" and "Cross-border investment" tables. We use the same methods described in the ',r.createElement(n,{href:"https://eto.tech/dataset-docs/country-ai-activity-metrics/#sources-and-methodology"},"Country AI Activity Metrics documentation"),' to link patents and investment transactions to individual countries. We then use the methods described in the "Cross-filing activity" and "Cross-border investment" tables to identify patents and investment transactions that can be attributed to more than one country.'),"\n",r.createElement("a",{id:"interpreting-cross-border-investment"}),"\n",r.createElement(i.Fc,null,r.createElement(t.p,null,"The cross-border investment metrics in CAT should be interpreted with care. Most private-market AI investment transactions, such as venture capital deals, combine contributions from multiple investors, and the exact amount of each investor's contribution is rarely disclosed. This makes it impossible to add up the total investment from investors in a specified country. Instead, the cross-border investment metrics reflect the total value or count of investment transactions with at least one participating investor from that country.")),"\n",r.createElement(t.h2,{id:"maintenance",style:{position:"relative"}},r.createElement(t.a,{href:"#maintenance","aria-label":"maintenance permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Maintenance"),"\n",r.createElement(t.h3,{id:"how-is-it-updated",style:{position:"relative"}},r.createElement(t.a,{href:"#how-is-it-updated","aria-label":"how is it updated permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"How is it updated?"),"\n",r.createElement(t.p,null,"The CAT user interface is updated as new features are developed. The underlying data is currently updated a minimum of once a quarter, although we plan to automate more frequent updates within the next year."),"\n",r.createElement(t.h3,{id:"how-can-i-report-an-issue",style:{position:"relative"}},r.createElement(t.a,{href:"#how-can-i-report-an-issue","aria-label":"how can i report an issue permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"How can I report an issue?"),"\n",r.createElement(t.p,null,"Use our ",r.createElement("a",{href:"/feedback"},"general issue reporting form"),', or click on the "Submit feedback" icons embedded in the tool to report issues related to specific data points.'),"\n",r.createElement("figure",null,r.createElement("img",{src:c.A,alt:"Animation: hovering over the feedback button"})),"\n",r.createElement(t.h2,{id:"credits",style:{position:"relative"}}
1,r.createElement(t.a,{href:"#credits","aria-label":"credits permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Credits"),"\n",r.createElement(t.ul,null,"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Concept"),": Husanjot Chahal, Sara Abdulla, Jennifer Melot, Ilya Rahkovsky"),"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Design and analysis"),": Husanjot Chahal, Sara Abdulla, Jennifer Melot, Zach Arnold"),"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Engineering"),": Jennifer Melot"),"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Review and testing"),": Aaron Melville, Matt Sheehan, Andreas Kuehn, Kaishap Raibagi, Katherine Koleski, Michael Selitto, Ari Filler, Sriya Guduru, Alina Thai, Tisyaketu Sirkar, Patrick Wu, and anonymous testers"),"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Documentation"),": Zach Arnold, Husanjot Chahal, Sara Abdulla, Jennifer Melot, Katherine Quinn, Rebecca Gelles"),"\n",r.createElement(t.li,null,r.createElement(t.strong,null,"Maintenance"),": Jennifer Melot, Neha Singh, Brian Love, Rebecca Gelles, Shruti Agarwal"),"\n"),"\n",r.createElement(t.h2,{id:"major-change-log",style:{position:"relative"}},r.createElement(t.a,{href:"#major-change-log","aria-label":"major change log permalink",className:"anchor before"},r.createElement(t.span,{dangerouslySetInnerHTML:{__html:'<svg aria-hidden="true" focusable="false" height="16" version="1.1" viewBox="0 0 16 16" width="16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg>'}})),"Major change log"),"\n",r.createElement("table",null,r.createElement("tr",null,r.createElement("td",null,"10/06/25"),r.createElement("td",null,"Major data update following MAC changes")),r.createElement("tr",null,r.createElement("td",null,"12/5/24"),r.createElement("td",null,"Documentation updates after release of ",r.createElement(n,{href:"https://eto.tech/dataset-docs/country-ai-activity-metrics/"},"Country AI Activity Metrics")," and ",r.createElement(n,{href:"https://eto.tech/dataset-docs/cross-border-tech-research-metrics/"},"Cross-Border Tech Research Metrics")," datasets; 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Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.