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The Top Artificial Intelligence Trends | IBM

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Dave Bergmanngenerative AI (gen AI)machine learningAI agentsAI's disruption of search behaviors and SEOIBM Privacy Statementthis chartMMLU benchmarkOne studyMoore’s LawAI agentsLarge language models (LLMs)multi-agent systemsresearchfine-tuneinference scalingcontext windowAPIIBM GraniteChain of Thought (CoT)reasoning models can be effective without outputting thoughtsmight not actually reflect what the model is really “thinking.”major AI developers have been training models on pirated book torrentsan April announcement on bot trafficArs Technica reportssurreptitiously circumventing robots.txtbypassing paywallsdescribed itAnubisNepenthes“AI Labyrinth,”mixture of experts (MoE) modelsnatural language processing (NLP)rumoredDeepSeek-R1IBM Granite 4.0artificial general intelligence (AGI)short of revolutionarytheir organization’s IT infrastructure wasn’t ready to scale AI yetAI adoptionA study conducted by the IBM Institute for Business Valuenew IBV reportWatch the seriesbenchmarkHugging Face retired the Open LLM Leaderboard altogetherMultimodal AIleakedChatbot Arenaproblematic Chatbot Arena practices that heavily favor the largest model providersMeta gamed Chatbot Arenadevelop their own benchmarkstransformer modelscontext lengthself-attention“quadratic bottleneck”getting extremely expensiveMambafew-shot promptingupcoming IBM Granite 4.0 seriesMamba-2“world models”raised USD 230 millionGoogle DeepMind’s Genie 2Moravec’s paradoxteaching it the way we teach things to infantsdigital privacy in AI,“right to be forgotten.”blog postrolling out AI coworkersthe risks of emotional attachment to AI coworkersGuide Start realizing ROI: A practical guide to agentic AI Learn how to scale agentic AI for measurable ROI across your enterprise. This playbook outlines the top barriers that limit impact, how to effectively measure ROI and a practical framework to drive successful, enterprise-wide adoption. Get the guideIBV Report The enterprise in 2030: Engineered for perpetual innovation Discover our five predictions about what will define the most successful enterprises in 2030 and the steps leaders can take to gain an AI-first advantage. Read the reportEbook Start realizing ROI: A practical guide to agentic AI Discover ways to get ahead, successfully scaling AI across your business with real results. Read the ebookTraining Level up your AI expertise Purchase an individual or multi-user subscription today to access our full catalog of over 100 online courses. Expand your skills across a wide range of our products at a low price. Start learningReport From AI projects to profits: How agentic AI can sustain financial returns Learn how organizations are shifting from launching AI in disparate pilots to using it to drive transformation at the core. Read the reportAI models Explore IBM Granite IBM Granite® is a family of open, high performance and trusted AI models designed for business and optimized to scale your AI applications. Explore options across language, code, time series and guardrails. Meet GraniteVideo IBM AI Academy Led by top IBM thought leaders, the curriculum is designed to help business leaders gain the knowledge needed to prioritize the AI investments that can drive growth. Explore the seriesEbook Unlock the power of generative AI and ML Learn how to confidently incorporate generative AI and machine learning into your business. Read the ebookGuide How to thrive in this new era of AI with trust and confidence Dive into the three critical elements of a strong AI strategy: creating a competitive edge, scaling AI across the business and advancing trustworthy AI. Read the guideExplore watsonx OrchestrateExplore AI solutionsExplore AI servicesExplore watsonx OrchestrateExplore watsonx.ai

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