AMD’s AI ambitions take center stage in the latest Breaking Analysis, as theCUBE Research’s Dave Vellante unpacks the company’s shift from processor comeback story to full-stack platform contender. Vellante traces how EPYC, Instinct, ROCm, Helios and strategic acquisitions now support a broader push into enterprise AI infrastructure. The episode examines why AMD does not need to unseat NVIDIA to succeed. Vellante frames its strategy around building the core, buying the gaps and ceding the ecosystem while weighing ROCm maturity, supply constraints and execution. He also explains how openness and heterogeneous computing could make AMD an indispensable second platform. Read more https://siliconangle.com/2026/07/18/amds-next-reinvention-new-playbook-ai-era/ Find more SiliconANGLE news and analysis https://siliconangle.com/ Follow theCUBE's wall-to-wall event coverage https://siliconangle.com/events/ Learn about the latest theCUBE events https://www.thecube.net/ Be sure to follow Dave's weekly Breaking Analysis podcast as well, for the deep data dives on enterprise computing trends, from spending patterns to Wall Street implications. https://www.youtube.com/playlist?list=PLenh213llmcZMTRZKjnAwesSCiuLQT21E 00:00 - AMD's Strategic Evolution: From x86 to AI Leadership #theCUBE #BreakingAnalysis #theCUBEresearch #AMD #NVIDIA #AdvancingAI #CUDA

In the latest Breaking Analysis, the AGI hype gets a reality check. TheCUBE Research’s Dave Vellante and George Gilbert argue that the bigger enterprise opportunity is not chasing general intelligence, but building company-specific intelligence rooted in proprietary data, workflows, rules and trusted business context. The episode connects Databricks’ Data and AI Summit announcements to a bigger enterprise AI shift. Vellante and Gilbert unpack Genie Ontology, Unity Catalog, Omnigen and AgentBricks as building blocks for trusted role-based agents, showing how governed systems of intelligence can turn data investments into measurable business outcomes. Read more https://siliconangle.com/2026/06/27/forget-agi-prize-enterprise-agi/ Find more SiliconANGLE news and analysis https://siliconangle.com/ Follow theCUBE's wall-to-wall event coverage https://siliconangle.com/events/ Learn about the latest theCUBE events https://www.thecube.net/ Be sure to follow Dave's weekly Breaking Analysis podcast as well, for the deep data dives on enterprise computing trends, from spending patterns to Wall Street implications. https://www.youtube.com/playlist?list=PLenh213llmcZMTRZKjnAwesSCiuLQT21E 00:00 - Navigating the Future: AI, Enterprise, and Data Dynamics 02:01 - Exploring Themes: Visual Metaphors, Data Ethics, and Intelligence 05:52 - Data Capitalism and Competitive Advantage 07:52 - System of Intelligence Framework 10:04 - System of Engagement and Agency 14:52 - Databricks Enterprise Intelligence 18:26 - Understanding Genie and Omnigen 26:22 - Bottom-Up Learning Approach 35:51 - Moving Beyond Semantic Layers 38:34 - Frontiers of Intelligence Maturity 49:48 - Role-Based Agents and Competitive Landscape 1:02:57 - Convergence on System of Intelligence 1:06:06 - Title: "The Future of Enterprise AGI: Economic Impacts and Final Insights #theCUBE #BreakingAnalysis #theCUBEresearch #EnterpriseAGI #AGI #Databricks

AI agents are getting plenty of buzz, but the real battle is over who builds the software stack behind them. On Breaking Analysis, Dave Vellante and George Gilbert talk about why agentic clients need a governed backend system of intelligence to turn semantic views, skills, artifacts and user traces into continuous learning. Vellante and Gilbert connect Snowflake Summit, Microsoft Build and Databricks’ Data and AI Summit through one big question: who owns the enterprise AI control plane? They argue winners pair agentic front ends with intelligent backends, using governance, reasoning traces, evaluations and composable skills to recommend, execute and optimize work. Read more https://siliconangle.com/2026/06/07/snowflake-databricks-model-makers-battle-agentic-client-ai-back-end/ Find more SiliconANGLE news and analysis https://siliconangle.com/ Follow theCUBE's wall-to-wall event coverage https://siliconangle.com/events/ Learn about the latest theCUBE events https://www.thecube.net/ Be sure to follow Dave's weekly Breaking Analysis podcast as well, for the deep data dives on enterprise computing trends, from spending patterns to Wall Street implications. https://www.youtube.com/playlist?list=PLenh213llmcZMTRZKjnAwesSCiuLQT21E 00:00 - Title: "Strategic Insights into AI and Enterprise Software 02:12 - Building Intelligent Systems: From Feedback to Infrastructure 05:46 - Unified Innovations in AI: Integrating Systems and Solutions 10:32 - Snowflake CoWork and AI Software Development 12:58 - Emergence of the 4D Business Map 15:03 - Relationship between Backend and Frontend Systems 25:49 - Evolution of Horizon and Polaris 38:10 - The Role of Semantic Views and Skills 50:02 - Significance of Closed Feedback Loop 53:42 - Action Insights and Future Horizons #theCUBE #BreakingAnalysis #theCUBEresearch #Snowflake #Databricks #Microsoft

In the latest Breaking Analysis episode, Dave Vellante and George Gilbert dig into how personal agents are reshaping enterprise AI strategy. Vellante and Gilbert examine the rise of a new system of intelligence, where data platforms, AI software stacks and large language model applications begin to transform workflows. Gilbert frames the discussion around a five-layer model for enterprise intelligence, from analytic and operational data to observability, context graphs and governed business logic. Vellante and Gilbert also tackle the tension between bottom-up agent adoption and top-down governance as enterprises pursue productivity without recreating disconnected silos. Read more https://siliconangle.com/2026/05/30/personal-agents-light-fuse-snowflake-databricks-move-ai-stack/ Find more SiliconANGLE news and analysis https://siliconangle.com/ Follow theCUBE's wall-to-wall event coverage https://siliconangle.com/events/ Learn about the latest theCUBE events https://www.thecube.net/ Be sure to follow Dave's weekly Breaking Analysis podcast as well, for the deep data dives on enterprise computing trends, from spending patterns to Wall Street implications. https://www.youtube.com/playlist?list=PLenh213llmcZMTRZKjnAwesSCiuLQT21E 00:00 - Title: "Redefining the Enterprise: The Evolution of AI and Data Ecosystems 02:48 - Integrating AI: From Software Stacks to Enterprise Digital Twins 06:47 - Title: Navigating the System of Intelligence: Overcoming Digital Twins and Siloed Barriers 10:16 - Maturity of the Data Foundation 14:27 - Actions Supported by Data Foundation 16:41 - Reasoning Layers and Observability 18:43 - Conclusion and Summary #theCUBE #BreakingAnalysis #theCUBEresearch #Snowflake #Databricks #SnowflakeSummit #DatabricksDataAI

The latest Breaking Analysis episode features theCUBE Research’s Dave Vellante and George Gilbert examining how the AI software stack is taking shape. Vellante and Gilbert connect systems of intelligence, digital twins, AI factories and agent observability to a bigger enterprise shift: reducing friction across operations while enabling more automated business models. Gilbert frames business rules as strategic assets, with live digital twins linking applications, analytics and agent-driven workflows. The discussion explores how observability, governance and reinforcement learning loops help enterprises manage probabilistic systems with deterministic controls. It also points to new platform economics, token-based consumption and monetization models for AI. Read more https://siliconangle.com/2026/05/23/ai-stacks-rewriting-rules-business/ Find more SiliconANGLE news and analysis https://siliconangle.com/ Follow theCUBE's wall-to-wall event coverage https://siliconangle.com/events/ Learn about the latest theCUBE events https://www.thecube.net/ Be sure to follow Dave's weekly Breaking Analysis podcast as well, for the deep data dives on enterprise computing trends, from spending patterns to Wall Street implications. https://www.youtube.com/playlist?list=PLenh213llmcZMTRZKjnAwesSCiuLQT21E 00:00 - Navigating Transformation: From Breaking Analysis to AI-Driven Solutions 02:01 - Rethinking Structure and Certainty: The Role of AI and Determinism 05:17 - Moving Beyond Islands of Applications 07:44 - Evolution of AI: From Service Models to New Software Stacks 10:33 - System of Intelligence as Key Layer 15:15 - Forward Deployed Engineers 17:49 - Bridging Application Silos 21:52 - The Role of Human Expertise 25:23 - Future of Digital Twins 36:02 - Integrating Deterministic and Cognitive Twins 40:14 - Scaffolding and Governance 48:42 - The Impact of AI on Business Models 52:57 - Changes in Hierarchical Organization 56:48 - Conclusion and Preview of Next Session #theCUBE #BreakingAnalysis #theCUBEresearch #AI #EnterpriseAI #DataAndAI #EnterpriseTech