{"id":662735,"date":"2026-10-23T03:12:17","date_gmt":"2026-10-23T03:12:17","guid":{"rendered":"https:\/\/www.newsbeep.com\/ie\/662735\/"},"modified":"2026-10-23T03:12:17","modified_gmt":"2026-10-23T03:12:17","slug":"big-companies-are-rethinking-out-of-control-ai-spending-and-turning-to-cheaper-models","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/ie\/662735\/","title":{"rendered":"Big companies are rethinking &#8216;out of control&#8217; AI spending \u2014 and turning to cheaper models"},"content":{"rendered":"\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">IBM (<a href=\"https:\/\/finance.yahoo.com\/quote\/IBM\/\" data-ylk=\"slk:IBM;elm:context_link;itc:0;sec:content-canvas;cpos:1;pos:1;source:content-canvas%20default\" data-yga=\"{&quot;yLinkText&quot;:&quot;IBM&quot;,&quot;yLinkElement&quot;:&quot;context_link&quot;,&quot;yModuleName&quot;:&quot;content-canvas&quot;,&quot;yLinkPosition&quot;:&quot;1&quot;,&quot;yPosition&quot;:&quot;1&quot;,&quot;yTrafficOrigin&quot;:&quot;content-canvas default&quot;}\" target=\"_blank\" class=\"link\" rel=\"nofollow noopener\">IBM<\/a>) is calling attention to a growing trend among companies and their AI spending: They&#8217;re keeping a closer eye on it.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">&#8220;I think what we are seeing is that at least larger enterprises are becoming a lot more cognizant and a lot more aware of what the true ROI of all of their AI spend is,&#8221; IBM CEO Arvind Krishna said during the <a href=\"https:\/\/finance.yahoo.com\/technology\/ai\/article\/tesla-meta-ibm-3-earnings-call-shout-outs-that-left-us-thinking-121454573.html\" data-ylk=\"slk:tech%20company&#039;s%20earnings%20call;elm:context_link;itc:0;sec:content-canvas;cpos:2;pos:1;_E:mb_qualified_link;ct:story;outcm:mb_qualified_link;source:content-canvas%20default\" data-yga=\"{&quot;yLinkText&quot;:&quot;tech company&#039;s earnings call&quot;,&quot;yLinkElement&quot;:&quot;context_link&quot;,&quot;yModuleName&quot;:&quot;content-canvas&quot;,&quot;yLinkPosition&quot;:&quot;2&quot;,&quot;yPosition&quot;:&quot;1&quot;,&quot;yContentType&quot;:&quot;story&quot;,&quot;yActionOutcome&quot;:&quot;mb_qualified_link&quot;,&quot;yTrafficOrigin&quot;:&quot;content-canvas default&quot;}\" target=\"_blank\" class=\"link\" rel=\"nofollow noopener\">tech company&#8217;s earnings call<\/a> on Wednesday.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">&#8220;They are also getting worried if some of the AI spending is completely out of control with no real return,&#8221; he added.  <\/p>\n<p> 252.11  +0.65  (+0.26%) <\/p>\n<p> At close: October 22 at 4:00:02 PM EDT  <\/p>\n<p> 250.13  -1.98  (-0.79%) <\/p>\n<p> Overnight: 11:10:21 PM EDT                      <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">While hyperscalers have been ramping up capital spending on AI infrastructure and data centers, enterprise customers are increasingly turning to <a href=\"https:\/\/www.nytimes.com\/2026\/07\/28\/technology\/open-weight-ai.html\" data-ylk=\"slk:open-weight%20models;elm:context_link;itc:0;sec:content-canvas;cpos:3;pos:1;source:content-canvas%20default\" data-yga=\"{&quot;yLinkText&quot;:&quot;open-weight models&quot;,&quot;yLinkElement&quot;:&quot;context_link&quot;,&quot;yModuleName&quot;:&quot;content-canvas&quot;,&quot;yLinkPosition&quot;:&quot;3&quot;,&quot;yPosition&quot;:&quot;1&quot;,&quot;yTrafficOrigin&quot;:&quot;content-canvas default&quot;}\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" class=\"link\">open-weight models<\/a>, whose core components are public, as a more cost-effective way to implement AI.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">&#8220;Our computation is that for an average large enterprise, you can get going with maybe two or three racks [of infrastructure],&#8221; said Krishna. &#8220;It gives you the ability to run those open-weight models currently, anywhere from 25% to 10% of the token cost of the frontier models.&#8221;  <\/p>\n<p>    <a href=\"https:\/\/s.yimg.com\/lo\/mysterio\/api\/9224b4f6ef26fd2d4012d9086ea56d57b0b631e5d765d2b2d2ada75de6b8b2c2\/lightyear_networkapi\/resizefit_w960%3Bquality_80%3Bformat_webp\/https%3A%2F%2Fd29szjachogqwa.cloudfront.net%2Fimages%2F2026-10%2F164114ba-ebfb-4f07-87f5-4eeadd2c9765\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/ywAAAAAAQABAAACAUwAOw==\" alt=\"Arvind Krishna, CEO of IBM, speaks during a meeting of the Economic Club of New York in New York City, U.S., October 21, 2024. REUTERS\/Brendan McDermid\" height=\"640\" width=\"960\" class=\"yf-1f8hkhu loader\"\/><\/a> Arvind Krishna, CEO of IBM, speaks during a meeting of the Economic Club of New York in New York City, U.S., October 21, 2024. REUTERS\/Brendan McDermid  \u00b7 REUTERS \/ REUTERS         <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">Krishna noted that IBM&#8217;s on-premises IT infrastructure is well-positioned for the shift, enabling the protection of intellectual property by running models locally or on private clouds.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">Apollo chief economist Torsten Sl\u00f8k <a href=\"https:\/\/finance.yahoo.com\/technology\/article\/the-era-of-tokenmaxxing-is-over--and-investors-shouldnt-take-unlimited-ai-demand-for-granted-100000961.html\" data-ylk=\"slk:recently%20argued%20that%20the%20key%20metric;elm:context_link;itc:0;sec:content-canvas;cpos:4;pos:1;_E:mb_qualified_link;ct:story;outcm:mb_qualified_link;source:content-canvas%20default\" data-yga=\"{&quot;yLinkText&quot;:&quot;recently argued that the key metric&quot;,&quot;yLinkElement&quot;:&quot;context_link&quot;,&quot;yModuleName&quot;:&quot;content-canvas&quot;,&quot;yLinkPosition&quot;:&quot;4&quot;,&quot;yPosition&quot;:&quot;1&quot;,&quot;yContentType&quot;:&quot;story&quot;,&quot;yActionOutcome&quot;:&quot;mb_qualified_link&quot;,&quot;yTrafficOrigin&quot;:&quot;content-canvas default&quot;}\" target=\"_blank\" class=\"link\" rel=\"nofollow noopener\">recently argued that the key metric<\/a> defining the AI build-out isn&#8217;t physical capacity or power, but the price customers are willing to pay for the computing power being built. The <a href=\"https:\/\/finance.yahoo.com\/technology\/ai\/articles\/ai-token-prices-hit-record-171552542.html\" data-ylk=\"slk:costs%20of%20AI%20tokens%20have%20also%20fallen%20sharply.;elm:context_link;itc:0;sec:content-canvas;cpos:5;pos:1;_E:mb_qualified_link;ct:story;outcm:mb_qualified_link;source:content-canvas%20default\" data-yga=\"{&quot;yLinkText&quot;:&quot;costs of AI tokens have also fallen sharply.&quot;,&quot;yLinkElement&quot;:&quot;context_link&quot;,&quot;yModuleName&quot;:&quot;content-canvas&quot;,&quot;yLinkPosition&quot;:&quot;5&quot;,&quot;yPosition&quot;:&quot;1&quot;,&quot;yContentType&quot;:&quot;story&quot;,&quot;yActionOutcome&quot;:&quot;mb_qualified_link&quot;,&quot;yTrafficOrigin&quot;:&quot;content-canvas default&quot;}\" target=\"_blank\" class=\"link\" rel=\"nofollow noopener\">costs of AI tokens have also fallen sharply.<\/a>  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">(Disclosure: Yahoo is a portfolio company of funds managed by affiliates of Apollo Global Management.)  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">Companies are willing to pay a premium for computing power if it helps them increase revenue, improve profit margins, or cut costs. But those benefits have yet to materialize at a meaningful scale, Sl\u00f8k has argued.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">Frontier AI developers OpenAI (<a href=\"https:\/\/finance.yahoo.com\/quote\/OPAI.PVT\/\" data-ylk=\"slk:OPAI.PVT;elm:context_link;itc:0;sec:content-canvas;cpos:6;pos:1;source:content-canvas%20default\" data-yga=\"{&quot;yLinkText&quot;:&quot;OPAI.PVT&quot;,&quot;yLinkElement&quot;:&quot;context_link&quot;,&quot;yModuleName&quot;:&quot;content-canvas&quot;,&quot;yLinkPosition&quot;:&quot;6&quot;,&quot;yPosition&quot;:&quot;1&quot;,&quot;yTrafficOrigin&quot;:&quot;content-canvas default&quot;}\" target=\"_blank\" class=\"link\" rel=\"nofollow noopener\">OPAI.PVT<\/a>) and Anthropic (<a href=\"https:\/\/finance.yahoo.com\/quote\/ANTH.PVT\/\" data-ylk=\"slk:ANTH.PVT;elm:context_link;itc:0;sec:content-canvas;cpos:7;pos:1;source:content-canvas%20default\" data-yga=\"{&quot;yLinkText&quot;:&quot;ANTH.PVT&quot;,&quot;yLinkElement&quot;:&quot;context_link&quot;,&quot;yModuleName&quot;:&quot;content-canvas&quot;,&quot;yLinkPosition&quot;:&quot;7&quot;,&quot;yPosition&quot;:&quot;1&quot;,&quot;yTrafficOrigin&quot;:&quot;content-canvas default&quot;}\" target=\"_blank\" class=\"link\" rel=\"nofollow noopener\">ANTH.PVT<\/a>) are responding to enterprise demand for more affordable models.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">OpenAI <a href=\"https:\/\/openai.com\/index\/introducing-gpt-6-sol-and-luna\/\" data-ylk=\"slk:introduced%20lower-cost%20mid-range%20additions;elm:context_link;itc:0;sec:content-canvas;cpos:8;pos:1;source:content-canvas%20default\" data-yga=\"{&quot;yLinkText&quot;:&quot;introduced lower-cost mid-range additions&quot;,&quot;yLinkElement&quot;:&quot;context_link&quot;,&quot;yModuleName&quot;:&quot;content-canvas&quot;,&quot;yLinkPosition&quot;:&quot;8&quot;,&quot;yPosition&quot;:&quot;1&quot;,&quot;yTrafficOrigin&quot;:&quot;content-canvas default&quot;}\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" class=\"link\">introduced lower-cost mid-range additions<\/a> to its GPT-6 model family in September. Earlier this month, Anthropic <a href=\"https:\/\/finance.yahoo.com\/technology\/article\/anthropic-reveals-haiku-55-model-as-ai-pricing-war-intensifies-180000423.html\" data-ylk=\"slk:unveiled%20Claude%20Haiku%205.5;elm:context_link;itc:0;sec:content-canvas;cpos:9;pos:1;_E:mb_qualified_link;ct:story;outcm:mb_qualified_link;source:content-canvas%20default\" data-yga=\"{&quot;yLinkText&quot;:&quot;unveiled Claude Haiku 5.5&quot;,&quot;yLinkElement&quot;:&quot;context_link&quot;,&quot;yModuleName&quot;:&quot;content-canvas&quot;,&quot;yLinkPosition&quot;:&quot;9&quot;,&quot;yPosition&quot;:&quot;1&quot;,&quot;yContentType&quot;:&quot;story&quot;,&quot;yActionOutcome&quot;:&quot;mb_qualified_link&quot;,&quot;yTrafficOrigin&quot;:&quot;content-canvas default&quot;}\" target=\"_blank\" class=\"link\" rel=\"nofollow noopener\">unveiled Claude Haiku 5.5<\/a>, promising better performance at a lower cost than its predecessor.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">Anthropic is on the march toward its highly anticipated initial public offering IPO w<a href=\"https:\/\/finance.yahoo.com\/markets\/article\/anthropic-to-publicly-file-for-ipo-as-early-as-friday-sources-say-135343841.html\" data-ylk=\"slk:ith%20an%20S-1%20filing%20potentially;elm:context_link;itc:0;sec:content-canvas;cpos:10;pos:1;_E:mb_qualified_link;ct:story;outcm:mb_qualified_link;source:content-canvas%20default\" data-yga=\"{&quot;yLinkText&quot;:&quot;ith an S-1 filing potentially&quot;,&quot;yLinkElement&quot;:&quot;context_link&quot;,&quot;yModuleName&quot;:&quot;content-canvas&quot;,&quot;yLinkPosition&quot;:&quot;10&quot;,&quot;yPosition&quot;:&quot;1&quot;,&quot;yContentType&quot;:&quot;story&quot;,&quot;yActionOutcome&quot;:&quot;mb_qualified_link&quot;,&quot;yTrafficOrigin&quot;:&quot;content-canvas default&quot;}\" target=\"_blank\" class=\"link\" rel=\"nofollow noopener\">ith an S-1 filing potentially<\/a> dropping as soon as Friday.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">Ines Ferre is a senior business reporter for Yahoo Finance.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\"><a href=\"https:\/\/finance.yahoo.com\/topic\/stock-market-news\/\" data-ylk=\"slk:Click%20here%20for%20in-depth%20analysis%20of%20the%20latest%20stock%20market%20news%20and%20events%20moving%20stock%20prices;elm:context_link;itc:0;sec:content-canvas;cpos:11;pos:1;source:content-canvas%20default\" data-yga=\"{&quot;yLinkText&quot;:&quot;Click here for in-depth analysis of the latest stock market news and events moving stock prices&quot;,&quot;yLinkElement&quot;:&quot;context_link&quot;,&quot;yModuleName&quot;:&quot;content-canvas&quot;,&quot;yLinkPosition&quot;:&quot;11&quot;,&quot;yPosition&quot;:&quot;1&quot;,&quot;yTrafficOrigin&quot;:&quot;content-canvas default&quot;}\" target=\"_blank\" class=\"link\" rel=\"nofollow noopener\">Click here for in-depth analysis of the latest stock market news and events moving stock prices<\/a>  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\"><a href=\"https:\/\/finance.yahoo.com\/news\/\" data-ylk=\"slk:Read%20the%20latest%20financial%20and%20business%20news%20from%20Yahoo%20Finance;elm:context_link;itc:0;sec:content-canvas;cpos:12;pos:1;source:content-canvas%20default\" data-yga=\"{&quot;yLinkText&quot;:&quot;Read the latest financial and business news from Yahoo Finance&quot;,&quot;yLinkElement&quot;:&quot;context_link&quot;,&quot;yModuleName&quot;:&quot;content-canvas&quot;,&quot;yLinkPosition&quot;:&quot;12&quot;,&quot;yPosition&quot;:&quot;1&quot;,&quot;yTrafficOrigin&quot;:&quot;content-canvas default&quot;}\" target=\"_blank\" class=\"link\" rel=\"nofollow noopener\">Read the latest financial and business news from Yahoo Finance<\/a>  <\/p>\n","protected":false},"excerpt":{"rendered":"IBM (IBM) is calling attention to a growing trend among companies and their AI spending: They&#8217;re keeping a&hellip;\n","protected":false},"author":2,"featured_media":662736,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[4818,220,218,219,72,122,113,176,1941,61,1831,31173,1942,60,1407,12455,12883,174,13047,9115,1611,4755,1943,1944,131,31174,5066,80,31175],"class_list":["post-662735","post","type-post","status-publish","format-standard","has-post-thumbnail","category-artificial-intelligence","tag-401k","tag-ai","tag-artificial-intelligence","tag-artificialintelligence","tag-business","tag-business-news","tag-economy","tag-finance","tag-financial-information","tag-ie","tag-investing","tag-investment-tools","tag-investor","tag-ireland","tag-market-news","tag-mortgage","tag-mutual-funds","tag-personal-finance","tag-quote","tag-real-estate","tag-retirement","tag-stock","tag-stock-research","tag-stock-valuation","tag-stocks","tag-suze-orman","tag-tax","tag-technology","tag-track-portfolio"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/posts\/662735","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/comments?post=662735"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/posts\/662735\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/media\/662736"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/media?parent=662735"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/categories?post=662735"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/tags?post=662735"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}