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1、ReportThe Top Data and AI Trends for 2024Industry-defjning ideas for the year aheadTable of ContentsIntroduction03Contributors03?Reckoning with AIs limitations04?Ethical AI moves front and center05?Data modeling is back,but now its about semantics06?Increased adoption of vector databases07?AutoML be

2、comes ubiquitous08?Culture(and tools)evolve09Conclusion09IntroductionAI has touched nearly every industry and impacted culture on a wide scale over the past year.It has dramatically shifted how we think about,talk about,and plan for the future.In fact,AI touches nearly every one of our predictions f

3、or the year ahead.Forrester estimates that investment in generative AI will grow from$40 billion in 2022 to$1.3 trillion by 2032,underscoring its momentum and dominance even at this nascent stage.As the industry adapts to AI,conversations about ethical frameworks,modeling,and how people participate

4、in the process are coming to the forefront.At Coalesce,were eager to welcome a new year of innovation alongside our colleagues and partners,creating equitable and accessible data foundations.Welcome to 2024.ContributorsArmon PetrossianCEO and Co-Founder,CoalescEKent Grazianoowner and Chief Strategic

5、 Advisor,Data Warrior LLCMichael TantrumNational Sales Director,ResultantSatish JayanthiCTO and Co-Founder,Coalesce3Reckoning with AIs limitationsA pragmatic approach to gen AI“The reality is that were still in the process of understanding AI,”explains Coalesce CTO and Co-Founder Satish Jayanthi.“We

6、re in the early days of this technology,and I think there will be some acknowledgment this year that were still working on understanding these models and their limitations.”The buzz isnt going anywhere,but in the new year,the realities of AI will eclipse the hype as businesses acknowledge the challe