{"id":208398,"date":"2026-05-04T04:30:00","date_gmt":"2026-05-04T08:30:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/04\/ais-risks-to-ma-deals-require-early-planning-and-model-testing\/"},"modified":"2026-05-04T04:50:20","modified_gmt":"2026-05-04T08:50:20","slug":"ais-risks-to-ma-deals-require-early-planning-and-model-testing","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/04\/ais-risks-to-ma-deals-require-early-planning-and-model-testing\/","title":{"rendered":"AI\u2019s Risks to M&#038;A Deals Require Early Planning and Model Testing"},"content":{"rendered":"<p><a href=\"https:\/\/news.bloomberglaw.com\/legal-exchange-insights-and-commentary\/ais-risks-to-m-a-deals-require-early-planning-and-model-testing\">AI\u2019s Risks to M&#038;A Deals Require Early Planning and Model Testing<\/a><\/p>\n<p><a href=\"https:\/\/news.bloomberglaw.com\/legal-exchange-insights-and-commentary\/ais-risks-to-m-a-deals-require-early-planning-and-model-testing\">https:\/\/news.bloomberglaw.com\/legal-exchange-insights-and-commentary\/ais-risks-to-m-a-deals-require-early-planning-and-model-testing<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-05-04 04:30:00<\/a><\/p>\n<p>Source Domain: <a href=\"news.bloomberglaw.com\">news.bloomberglaw.com<\/a><\/p>\n<ul>\n<li>In AI-driven mergers and acquisitions, the main risk is often not monetary but the potential loss of an irreparably impaired AI asset due to issues in its technical foundation.<\/li>\n<li>Buyers are negotiating technical walk rights to terminate deals if a deep-dive audit uncovers unverifiable model lineage or foundational licensing issues.<\/li>\n<li>The importance of a forensic &#8220;pedigree log&#8221; for every dataset and fine-tuning weight is rising, as buyers require verifiable histories to assess the quality and legality of training data.<\/li>\n<li>Legal considerations surrounding the use and retention of training data are becoming critical to the valuation and success of AI-driven deals.<\/li>\n<li>The prevalent developer mindset of prioritizing speed over compliance is shifting, influenced by significant settlements like Bartz v. Anthropic, which resulted in substantial penalties and legal measures.<\/li>\n<li>Regulatory frameworks and emerging AI governance principles are increasingly impacting deal dynamics, with frameworks like the EU AI Act and state-specific laws influencing legal exposure assessments.<\/li>\n<li>Ensuring data rights and risk controls consistent with regulatory frameworks and laws can heavily influence valuation and deal success.<\/li>\n<li>Buyers should assess training data legality, map model components for risk management, conduct deep-dive audits, and make verification a closing condition.<\/li>\n<li>AI developers should deliver up-to-date, well-documented records that comply with recognized frameworks and regulatory demands.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u2019s Risks to M&#038;A Deals Require Early Planning and Model Testing https:\/\/news.bloomberglaw.com\/legal-exchange-insights-and-commentary\/ais-risks-to-m-a-deals-require-early-planning-and-model-testing Publish Date: 2026-05-04&#8230;<\/p>\n","protected":false},"author":1,"featured_media":208399,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/bwrite-static.bloombergindustry.com\/dims4\/default\/440542b\/2147483647\/legacy_thumbnail\/960x370%3E\/quality\/90\/?url=https%3A%2F%2Fbloomberg-bna-brightspot.s3.us-east-1.amazonaws.com%2F93%2Ff4%2Fb3277757440494a0ecca519b5486%2Fai-lead-960x370-v15.png","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-208398","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/208398"}],"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=208398"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/208398\/revisions"}],"predecessor-version":[{"id":208400,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/208398\/revisions\/208400"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/208399"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=208398"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=208398"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=208398"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}