{"id":238607,"date":"2026-06-29T12:51:00","date_gmt":"2026-06-29T16:51:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/06\/29\/industry-asks-one-question-academia-asks-two-ai-calls-for-both\/"},"modified":"2026-06-29T13:05:20","modified_gmt":"2026-06-29T17:05:20","slug":"industry-asks-one-question-academia-asks-two-ai-calls-for-both","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/06\/29\/industry-asks-one-question-academia-asks-two-ai-calls-for-both\/","title":{"rendered":"Industry Asks One Question. Academia Asks Two. AI Calls For Both."},"content":{"rendered":"<p><a href=\"https:\/\/www.forbes.com\/sites\/shannonmckeen\/2026\/06\/29\/industry-asks-one-question--academia-asks-two--ai-calls-for-both\/\">Industry Asks One Question. Academia Asks Two. AI Calls For Both.<\/a><\/p>\n<p><a href=\"https:\/\/www.forbes.com\/sites\/shannonmckeen\/2026\/06\/29\/industry-asks-one-question--academia-asks-two--ai-calls-for-both\/\">https:\/\/www.forbes.com\/sites\/shannonmckeen\/2026\/06\/29\/industry-asks-one-question&#8211;academia-asks-two&#8211;ai-calls-for-both\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-06-29 12:51:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.forbes.com\">www.forbes.com<\/a><\/p>\n<p>Here are summarized key points from the text:<\/p>\n<ul>\n<li>\n<p><strong>Industry vs. Academia Mindset:<\/strong><\/p>\n<ul>\n<li>Industry tends to favor action, with the rationale that waiting incurs significant costs due to competition, changing markets, and customer attrition.<\/li>\n<li>Academia emphasizes rigor to ensure that claims are well-supported by evidence, wary of the consequences of incorrect conclusions.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Opposite Priorities:<\/strong><\/p>\n<ul>\n<li>Industry\u2019s &#8220;satisficing&#8221; approach accepts options that are good enough under given constraints.<\/li>\n<li>Academia strives for maximum confidence in findings to avoid misleading future research or policy.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Uncertainty and Learning:<\/strong><\/p>\n<ul>\n<li>Uncertainty management suggests that the process of acting can generate information and learning independently from thinking.<\/li>\n<li>Military strategist John Boyd\u2019s OODA loop emphasizes action as part of the learning process.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Impact of Artificial Intelligence (AI):<\/strong><\/p>\n<ul>\n<li>AI makes the process of producing answers faster, but at the cost of deciding what to trust and act upon, creating an imbalance between speed and verification.<\/li>\n<li>Organizations that act too quickly with AI may miss important integration and oversight steps, leading to no real impact because they lack the evaluation needed.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>University Adaptation to AI:<\/strong><\/p>\n<ul>\n<li>Universities usually move slowly to evaluate long-term consequences, ethical implications, and validity, which protects against costly mistakes.<\/li>\n<li>The pressure from industry\u2019s pace revealed that while caution is important, moving too slowly can also be costly. <\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>The Future of Leadership:<\/strong><\/p>\n<ul>\n<li>With AI enhancing the importance of both speed and rigor simultaneously, future leaders will need to balance rapid action with careful verification.<\/li>\n<li>The challenge lies in determining the appropriate pace for each decision context, with both speed and caution being equally important.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Industry Asks One Question. Academia Asks Two. AI Calls For Both. https:\/\/www.forbes.com\/sites\/shannonmckeen\/2026\/06\/29\/industry-asks-one-question&#8211;academia-asks-two&#8211;ai-calls-for-both\/ Publish Date: 2026-06-29&#8230;<\/p>\n","protected":false},"author":1,"featured_media":238608,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/imageio.forbes.com\/specials-images\/imageserve\/6a3c25199440bc3c4de8bd27\/0x0.jpg?format=jpg&height=900&width=1600&fit=bounds","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[20],"class_list":["post-238607","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/238607"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=238607"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/238607\/revisions"}],"predecessor-version":[{"id":238609,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/238607\/revisions\/238609"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/238608"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=238607"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=238607"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=238607"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}