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class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Joao-Pierre S. 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class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min<!-- --> <!-- -->Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Jonathan Forest" href="/author/jonathan-forest" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt81660e3d2ecf7f88/67a11ab1b993b600f06cfc8f/jonathan-forest_(002).jpg?width=100&auto=webp&quality=80&disable=upscale" 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src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blta2ac0cf507deba77/64bf49006c654daed172bbba/CarriePallardy_Head_Shot.gif?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Carrie Pallardy" title="Picture of Carrie Pallardy"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/carrie-pallardy" data-discover="true">Carrie Pallardy</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, <!-- -->Contributing Reporter</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: boy flying in the cloudy sky with jet pack rocket" 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Miss a Beat: Get a snapshot of the issues affecting the IT industry straight to your inbox.\",\"newsletterId\",\"blt8d3a84e50fd3381c\",\"buttonText\",\"SIGN-UP\",\"mode\",\"light\",\"pagination\",{\"_816\":817,\"_818\":256},\"totalCount\",34,\"currentPage\",\"contents\",[821,838,855,864,881,895,909,925,942,956,969,986,1002,1018,1040,1054,1061,1074,1088,1101,1113,1126,1143,1160,1173,1189,1203,1216,1233,1246,1260,1277,1289,1302,1316],{\"_178\":179,\"_159\":822,\"_180\":823,\"_164\":275,\"_166\":275,\"_169\":277,\"_827\":828,\"_171\":43,\"_172\":278,\"_174\":43,\"_167\":276,\"_829\":43,\"_194\":830,\"_175\":279,\"_177\":280,\"_192\":256,\"_831\":832,\"_836\":837},{\"_42\":273,\"_162\":274},[824],{\"_62\":283,\"_184\":284,\"_186\":285,\"_825\":826},\"role\",\"Contributing 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It’s disrupting LLM economics in a positive way, but there are risks enterprises need to consider. \",{\"_833\":24,\"_834\":955},[],{\"_178\":179,\"_159\":957,\"_180\":960,\"_164\":962,\"_166\":963,\"_169\":964,\"_827\":965,\"_171\":43,\"_172\":419,\"_174\":43,\"_167\":966,\"_829\":43,\"_194\":830,\"_175\":176,\"_177\":138,\"_192\":256,\"_831\":967,\"_836\":837},{\"_42\":958,\"_162\":959},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt4b6a5a3c4f3d0f8e/67b73dd54a40861011a5e948/lit_matches-Mode_Images_-alamy.jpg\",\"A line of matches igniting\",[961],{\"_62\":844,\"_184\":845,\"_186\":846,\"_825\":847},\"Hot Tech Jobs in 2025\",\"Hot Tech Jobs in 2025 \",\"/it-leadership/hot-tech-jobs-in-2025\",{},\"For the most part, hiring intentions have been holding steady. But seismic shifts in job openings are underway. 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With changing tech priorities, where should CIOs be prioritizing their efforts to be successful this year? \",{\"_833\":24,\"_834\":985},[],{\"_178\":987,\"_159\":988,\"_180\":991,\"_164\":994,\"_166\":994,\"_169\":995,\"_827\":996,\"_171\":997,\"_172\":998,\"_174\":43,\"_167\":999,\"_829\":43,\"_194\":830,\"_175\":265,\"_177\":266,\"_192\":213,\"_831\":1000,\"_836\":837},\"Video\",{\"_42\":989,\"_162\":990},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt5839b20916ef270f/67b8beabd7a7793c4c26da04/Automation_Innovation_Concept_Skorzewiak_via_Alamy_Stock.jpg\",\"Abstract concept of advanced cybernetic technology, robotics, biometric and automation 3d illustration.\",[992],{\"_62\":183,\"_184\":185,\"_186\":187,\"_825\":993},\"Digital Editorial Program Manager\",\"Driving Innovation and Efficiency Through Automation\",\"/it-automation/driving-innovation-and-efficiency-through-automation\",{},\"/videos\",\"Feb 21, 2025\",\"This session reveals how automation technologies are evolving and where it can transform ITOps and business processes to create competitive advantages.\",{\"_833\":24,\"_834\":1001},[],{\"_178\":179,\"_159\":1003,\"_180\":1006,\"_164\":1011,\"_166\":1012,\"_169\":1013,\"_827\":1014,\"_171\":43,\"_172\":998,\"_174\":43,\"_167\":1015,\"_829\":43,\"_194\":830,\"_175\":206,\"_177\":207,\"_192\":256,\"_831\":1016,\"_836\":837},{\"_42\":1004,\"_162\":1005},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt373764c6d7c92dd1/67ae0758590da2cca514ff78/AI_and_medical-sleepyfellow_-alamy.jpg\",\"AI figure and medical abstract background\",[1007],{\"_62\":1008,\"_184\":1009,\"_186\":1010,\"_825\":887},\"Richard Pallardy\",\"/author/richard-pallardy\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt939e58e1b4994e53/64bf3d9950417eabaf1216c6/Richard-Pallardy-freelancer.jpg\",\"AI Is Improving Medical Monitoring and Follow-Up\",\"AI Is Improving Medical Monitoring and Follow-Up \",\"/machine-learning-ai/ai-is-improving-medical-monitoring-and-follow-up\",{},\"Remotely monitoring medical conditions and following up with patients is a major challenge in modern medicine. Artificial intelligence technology may be able to streamline the process. \",{\"_833\":24,\"_834\":1017},[],{\"_178\":179,\"_159\":1019,\"_180\":1022,\"_164\":1033,\"_166\":1034,\"_169\":1035,\"_827\":1036,\"_171\":43,\"_172\":998,\"_174\":43,\"_167\":1037,\"_829\":43,\"_194\":830,\"_175\":206,\"_177\":207,\"_192\":256,\"_831\":1038,\"_836\":837},{\"_42\":1020,\"_162\":1021},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt59e34c23f0030717/67ae34b32ba6117d1c866ce7/bronze_silver_gold-Freer_Law-alamy.jpg\",\"set of gold silver and bronze award medals on white background\",[1023,1028],{\"_62\":1024,\"_184\":1025,\"_186\":1026,\"_825\":1027},\"Martin Fiore\",\"/author/martin-fiore\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltae4bf43a5973913b/67127c81aa5392f7fcb9d593/Martin_Fiore_Portrait_for_Media_March_2022.jpg\",\"Deputy Vice Chair of Tax, EY Americas\",{\"_62\":1029,\"_184\":1030,\"_186\":1031,\"_825\":1032},\"Santhosh Kumar Lalgudi\",\"/author/santhosh-kumar-lalgudi\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt2649ff723639197a/67127d0aef8c107b664a4971/Santhosh_Kumar_Lalgudi.jpg\",\"Data \u0026 Cloud Technology Solutions Leader, EY Americas\",\"Medallion Architecture: A Layered Data Optimization Model\",\"Medallion Architecture: A Layered Data Optimization Model \",\"/machine-learning-ai/medallion-architecture-a-layered-data-optimization-model\",{},\"Medallion architecture is an effective framework for financial sector data management with a layered approach to optimize data flow and ultimate consumption. \",{\"_833\":24,\"_834\":1039},[],{\"_178\":179,\"_159\":1041,\"_180\":1044,\"_164\":1046,\"_166\":1047,\"_169\":1048,\"_827\":1049,\"_171\":43,\"_172\":1050,\"_174\":43,\"_167\":1051,\"_829\":43,\"_194\":830,\"_175\":206,\"_177\":207,\"_192\":256,\"_831\":1052,\"_836\":837},{\"_42\":1042,\"_162\":1043},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte8578061b94b9e77/67abadfbcd588e187d104a1d/lightbulb-Tithi_Luadthong-alamy.jpg\",\"man and big bulb with glowing butterflies inside\",[1045],{\"_62\":844,\"_184\":845,\"_186\":846,\"_825\":847},\"Is a Small Language Model Better Than an LLM for You?\",\"Is a Small Language Model Better Than an LLM for You? \",\"/machine-learning-ai/is-a-small-language-model-better-than-an-llm-for-you-\",{},\"Feb 20, 2025\",\"Rather than aim for the most powerful AI model, perhaps choosing something lighter weight that is more accessible and cost-efficient will meet your needs. Here’s a look at things to consider and some small language model options. \",{\"_833\":24,\"_834\":1053},[],{\"_178\":179,\"_159\":1055,\"_180\":1056,\"_164\":336,\"_166\":336,\"_169\":338,\"_827\":1058,\"_171\":43,\"_172\":339,\"_174\":43,\"_167\":337,\"_829\":43,\"_194\":830,\"_175\":321,\"_177\":322,\"_192\":256,\"_831\":1059,\"_836\":837},{\"_42\":334,\"_162\":335},[1057],{\"_62\":342,\"_184\":343,\"_186\":344,\"_825\":826},{},{\"_833\":24,\"_834\":1060},[],{\"_178\":179,\"_159\":1062,\"_180\":1065,\"_164\":1067,\"_166\":1068,\"_169\":1069,\"_827\":1070,\"_171\":43,\"_172\":339,\"_174\":43,\"_167\":1071,\"_829\":43,\"_194\":830,\"_175\":176,\"_177\":138,\"_192\":256,\"_831\":1072,\"_836\":837},{\"_42\":1063,\"_162\":1064},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blteb563d495c70a966/67ab6f8122714e30490dacb3/red_paper_airplane-Tithi_Luadthong-alamy.jpg\",\"man sitting on red airplane paper in the sky\",[1066],{\"_62\":409,\"_184\":410,\"_186\":411,\"_825\":887},\"AI Upskilling: How to Train Your Employees to Be Better Prompt Engineers\",\"AI Upskilling: How to Train Your Employees to Be Better Prompt Engineers \",\"/it-leadership/ai-upskilling-how-to-train-your-employees-to-be-better-prompt-engineers\",{},\"Lots of people within organizations are using generative AI, but not everyone prompts well. Enterprises are wise to upskill employees as they attempt to scale GenAI. \",{\"_833\":24,\"_834\":1073},[],{\"_178\":373,\"_159\":1075,\"_180\":1078,\"_164\":1081,\"_166\":1081,\"_169\":1082,\"_827\":1083,\"_171\":372,\"_172\":1084,\"_174\":43,\"_167\":1085,\"_829\":43,\"_194\":830,\"_175\":206,\"_177\":207,\"_192\":379,\"_831\":1086,\"_836\":837},{\"_42\":1076,\"_162\":1077},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt270065227626ea23/67ae56a20785fca3d55dc7f8/futuristictool_TithiLuadthong-AlamyStockPhoto.jpg\",\"A woman uses futuristic tool to connect to her body, digital art style, illustration painting.\",[1079],{\"_62\":376,\"_184\":377,\"_186\":378,\"_825\":1080},\"Senior Editor\",\"The Cost of AI: How Can We Adopt and Deliver AI Efficiently?\",\"/machine-learning-ai/the-cost-of-ai-how-can-we-adopt-and-deliver-ai-efficiently-\",{},\"Feb 18, 2025\",\"What mindset do enterprises need to adopt in order to make AI happen without breaking the bank and see tangible results?\",{\"_833\":24,\"_834\":1087},[],{\"_178\":179,\"_159\":1089,\"_180\":1092,\"_164\":1094,\"_166\":1095,\"_169\":1096,\"_827\":1097,\"_171\":43,\"_172\":1084,\"_174\":43,\"_167\":1098,\"_829\":43,\"_194\":830,\"_175\":206,\"_177\":207,\"_192\":256,\"_831\":1099,\"_836\":837},{\"_42\":1090,\"_162\":1091},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf4f9508ad6734b7b/67aa58260353bd7404fa59b8/star_in_sky-Tithi_Luadthong_alamy.jpg\",\"two people walking on floating mountain and looking at a little star in the beautiful sky\",[1093],{\"_62\":210,\"_184\":211,\"_186\":212,\"_825\":901},\"Key Ways to Measure AI Project ROI\",\"Key Ways to Measure AI Project ROI \",\"/machine-learning-ai/key-ways-to-measure-ai-project-roi\",{},\"Will your new AI project meet its planned goal? 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To help you advance your career at the speed of AI, here’s how to use any phone pic as an AI prompt. \",{\"_833\":24,\"_834\":1125},[],{\"_178\":179,\"_159\":1127,\"_180\":1130,\"_164\":1136,\"_166\":1137,\"_169\":1138,\"_827\":1139,\"_171\":43,\"_172\":351,\"_174\":43,\"_167\":1140,\"_829\":43,\"_194\":830,\"_175\":206,\"_177\":207,\"_192\":256,\"_831\":1141,\"_836\":837},{\"_42\":1128,\"_162\":1129},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt247989aefac42350/67aa32ff3388f41033675713/AI_regulation-Dragon_Claws_-alamy.jpg\",\"Alphabets AI on advanced central processing unit (CPU) chip and gavel in wireframe on electronic mother boards\",[1131],{\"_62\":1132,\"_184\":1133,\"_186\":1134,\"_825\":1135},\"Caroline Carruthers \",\"/author/caroline-carruthers\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt8334f96b07f864d9/66aa6175739577336419fdec/Caroline_Carruthers_.jpg\",\"Founder \u0026 CEO, Carruthers and Jackson\",\"How to Regulate AI Without Stifling Innovation\",\"How to Regulate AI Without Stifling Innovation \",\"/machine-learning-ai/how-to-regulate-ai-without-stifling-innovation\",{},\"Regulation isn’t a barrier to innovation -- it’s the foundation of trust. 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