{"id":190,"date":"2026-03-27T14:47:12","date_gmt":"2026-03-27T14:47:12","guid":{"rendered":"https:\/\/dev.www.purdue.edu\/ai\/?page_id=190"},"modified":"2026-04-08T19:00:41","modified_gmt":"2026-04-08T19:00:41","slug":"how-to-evaluate-ai-tools","status":"publish","type":"page","link":"https:\/\/www.purdue.edu\/ai\/how-to-evaluate-ai-tools\/","title":{"rendered":"How to Evaluate\u00a0AI Tools"},"content":{"rendered":"<div  class=\"purdue-home-cta-banner purdue-home-teritary-hero \">\n            <div class=\"image\">\n                            <img decoding=\"async\" alt=\"\" src=\"https:\/\/www.purdue.edu\/ai\/wp-content\/uploads\/2026\/03\/Evaluate-Tools-Hero.jpg\"\/>\n                    <\/div>\n        <div class=\"section has-image-background has-padding-top-large has-padding-bottom-large \">\n        <div class=\"container\">\n            <h1 class=\"second-level-page-heading purdue-home-teritary-hero__header\">How to Evaluate AI Tools<\/h1>\n            <div class=\"purdue-home-teritary-hero__content\">\n                \n\n<p class=\"wp-block-paragraph\">As artificial intelligence tools become increasingly integrated into daily work across industries, they must be evaluated for both user needs and ethical standards. AI tools vary in performance, usability and compliance with best practices, so structured assessments are necessary.<\/p>\n\n            <\/div>\n                    <\/div>\n    <\/div>\n<\/div>\n\n\n<div  class=\"section  page-layout-wide\">\n    <div class=\"container\">\n                \n\n<div class=\"wp-block-columns page-layout-columns columns is-multiline is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column column is-full-tablet page-layout-main is-layout-flow wp-block-column-is-layout-flow\">\n<div  class=\"purdue-home-featured-story \">\n    <div class=\"section has-none-background\">\n        <div class=\"container\">\n\n            \n            <div class=\"columns purdue-home-featured-story__container purdue-home-featured-story__container--reversed purdue-home-featured-story__container--50\">\n                <div class=\"column purdue-home-featured-story__image-container\">\n\n                                            <figure class=\"image is-16by9\">\n                                                            <img decoding=\"async\" class=\"purdue-home-background-image\" alt=\"\" src=\"https:\/\/www.purdue.edu\/ai\/wp-content\/uploads\/2026\/03\/Accessibility-Ethics.jpg\"\/>\n                                                    <\/figure>\n                    \n                <\/div>\n                <div class=\"column purdue-home-featured-story__content-container\">\n                                                                    <h2 class=\"purdue-home-featured-story__header\">From Accessibility to Ethics<\/h2>\n                        \n                    \n\n<p class=\"wp-block-paragraph\">Zoeanna Mayhook has outlined the following key AI-evaluation criteria: accessibility, accuracy, bias mitigation, legal considerations, cost, ease of use and ethical implications. Other important factors include each tool\u2019s ability to handle multiple languages, integrate with other platforms, protect user privacy and provide reliable support. In addition, scalability, reproducibility and regular updates contribute to an AI tool\u2019s long-term viability and effectiveness.  <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By considering these factors, individuals and organizations can make informed decisions when selecting AI tools, ensuring they align with operational requirements, user expectations and ethical principles. <\/p>\n\n\n                    \n                <\/div>\n            <\/div>\n\n        <\/div>\n    <\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column column is-one-quarter-desktop is-full-tablet is-full-mobile page-layout-sidebar is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><\/p>\n<\/div>\n<\/div>\n\n    <\/div>\n<\/div>\n\n<div  class=\"section has-gray-background  page-layout-wide\">\n    <div class=\"container\">\n                \n\n<div class=\"wp-block-columns page-layout-columns columns is-multiline is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column column is-full-tablet page-layout-main is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Key Criteria for Choosing the Right AI Tools <\/h2>\n\n\n\n<section  class=\"purdue-home-link-cards \">\n\n    <div class=\"section has-none-background has-no-sidepadding\">\n        \n        <div class=\"container\">\n                            <div class=\"purdue-home-link-cards__cards\">\n                    <div class=\"columns is-multiline\">\n                        \n\n<div class=\"column is- is-3-desktop is-half-tablet\"><div class=\"purdue-home-cta-card purdue-home-cta-card--story\"><div class=\"flex-container flex-container--align-center has-black-background\">\n<h3 class=\"wp-block-heading\">Functionality<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Accuracy <\/li>\n\n\n\n<li>Data sources\/coverage <\/li>\n\n\n\n<li>Handling of non-English languages <\/li>\n\n\n\n<li>Update schedule <\/li>\n<\/ul>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"column is- is-3-desktop is-half-tablet\"><div class=\"purdue-home-cta-card purdue-home-cta-card--story\"><div class=\"flex-container flex-container--align-center has-black-background\">\n<h3 class=\"wp-block-heading\">User experience<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Accessibility <\/li>\n\n\n\n<li>Ease of use <\/li>\n\n\n\n<li>Support <\/li>\n\n\n\n<li>Training and resources <\/li>\n<\/ul>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"column is- is-3-desktop is-half-tablet\"><div class=\"purdue-home-cta-card purdue-home-cta-card--story\"><div class=\"flex-container flex-container--align-center has-black-background\">\n<h3 class=\"wp-block-heading\">Ethical and legal considerations <\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Bias <\/li>\n\n\n\n<li>Copyright\/legal issues <\/li>\n\n\n\n<li>Privacy <\/li>\n\n\n\n<li>Other ethical considerations <\/li>\n<\/ul>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"column is- is-3-desktop is-half-tablet\"><div class=\"purdue-home-cta-card purdue-home-cta-card--story\"><div class=\"flex-container flex-container--align-center has-black-background\">\n<h3 class=\"wp-block-heading\">Cost and integration <\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cost <\/li>\n\n\n\n<li>Integration <\/li>\n\n\n\n<li>Scalability <\/li>\n<\/ul>\n<\/div><\/div><\/div>\n\n                    <\/div>\n                <\/div>\n            \n                    <\/div>\n    <\/div>\n<\/section>\n<\/div>\n\n\n\n<div class=\"wp-block-column column is-one-quarter-desktop is-full-tablet is-full-mobile page-layout-sidebar is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><\/p>\n<\/div>\n<\/div>\n\n    <\/div>\n<\/div>\n\n<div  class=\"section  page-layout-wide\">\n    <div class=\"container\">\n                \n\n<div class=\"wp-block-columns page-layout-columns columns is-multiline is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column column is-full-tablet page-layout-main is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Detailed Breakdown of Key Criteria for AI Tools <\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>Criteria<\/strong><\/th><th><strong>Definition<\/strong><\/th><th><strong>Example<\/strong><\/th><\/tr><\/thead><tbody><tr><td>Accessibility<\/td><td>How easily users with different abilities and from different locations can use the AI tool. <\/td><td>\u2013 Support for screen readers <br>\u2013 Complies with Web Accessibility Standards <\/td><\/tr><tr><td>Accuracy<\/td><td>The degree to which the AI tool provides correct and reliable results. <\/td><td>\u2013 Information can be verified in other sources.  <\/td><\/tr><tr><td>Bias<\/td><td>The extent to which the AI tool exhibits or mitigates biases in its outputs. <\/td><td>\u2013 Absence of stereotypical outputs <\/td><\/tr><tr><td>Copyright\/Legal Issues<\/td><td>Compliance with copyright laws and other legal considerations. <\/td><td>\u2013 Transparency of training data and proper citation of sources <\/td><\/tr><tr><td>Cost<\/td><td>The financial expense associated with subscribing and using the AI tool. <\/td><td>\u2013 Subscription fees <\/td><\/tr><tr><td>Data Sources\/Coverage<\/td><td>The breadth and quality of the data used by the AI tool. <\/td><td>\u2013 Inclusion of data from various reputable sources across range of topic areas  <\/td><\/tr><tr><td>Ease of Use<\/td><td>The simplicity and intuitiveness of the user interface and user experience. <\/td><td>\u2013 User-friendly interface <br>\u2013 Users can navigate and effectively use tool with minimal training  <\/td><\/tr><tr><td>Ethical Consideration<\/td><td>The adherence of the AI tool to ethical guidelines and principles, including transparency, impartibility, accountability, etc. <\/td><td>\u2013 Efforts to ensure fairness and transparency <\/td><\/tr><tr><td>Handling of Non-English Languages<\/td><td>The AI tool\u2019s ability to process and produce outputs in languages other than English.<\/td><td>\u2013 Support for multiple languages<br>\u2013 Quality of translations or non-English data sourcing <\/td><\/tr><tr><td>Integration<\/td><td>The ability of the AI tool to integrate with other systems and platforms.<\/td><td>\u2013 Compatibility with other Software <br>\u2013 Availability of API options <\/td><\/tr><tr><td>Privacy<\/td><td>The measures taken to protect user data and maintain confidentiality.<\/td><td>\u2013 Access to privacy policy <br>\u2013 Privacy policy is explicit<\/td><\/tr><tr><td>Reproducibility<\/td><td>The ability to achieve consistent results under the same conditions.<\/td><td>\u2013 Consistent performance across different runs<\/td><\/tr><tr><td>Scalability<\/td><td>The ability of the AI tool to handle increasing amounts of work or to be expanded.<\/td><td>\u2013 Performance with large datasets<\/td><\/tr><tr><td>Support<\/td><td>The availability and quality of technical support and customer service.<\/td><td>\u2013 Access to technical support teams<br>\u2013 Availability of support resources<br>\u2013 Online tutorials<br>\u2013 In-depth manuals and guides<\/td><\/tr><tr><td>Update Schedule<\/td><td>The frequency and transparency of updates to the AI tool.<\/td><td>\u2013 Regular release of new versions<br>\u2013 Regular updates to training data and source information<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column column is-one-quarter-desktop is-full-tablet is-full-mobile page-layout-sidebar is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><\/p>\n<\/div>\n<\/div>\n\n    <\/div>\n<\/div>\n\n<div  class=\"purdue-home-cta-strap purdue-home-cta-strap--narrow \">\n    <div class=\"section has-gold-background\">\n        <div class=\"container has-gold-background purdue-home-cta-strap__container\">\n            <div class=\"purdue-home-cta-strap__container--left\">\n                            <h2 class=\"purdue-home-cta-strap__subTitle\">\n                    Questions or Ideas About AI at Purdue?            <\/h2>\n                            <p class=\"purdue-home-cta-strap__content\">Connect with\u00a0Kenny\u00a0Wilson,\u00a0director of\u00a0artificial\u00a0intelligence and\u00a0automation.\u00a0<\/p>\n            <\/div>\n            <div class=\"purdue-home-cta-strap__container--right\">\n                                                    <a class=\"purdue-home-button purdue-home-button--black\" href=\"mailto:ken@purdue.edu\" target=\"_self\" >Contact<\/a>\n                            <\/div>  \n        <\/div>\n    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