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Dec. 3, 2025, 5:17 a.m.
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Databricks CEO Ali Ghodsi Claims AGI is Already Here with Practical 'Boring AI' Approach

Brief news summary

Ali Ghodsi, CEO of Databricks, challenges the idea that artificial general intelligence (AGI) is far off, noting that current AI already demonstrates AGI-like capabilities such as fluent conversation, complex reasoning, and multi-domain data analysis. Databricks, valued at $134 billion, prioritizes practical, task-specific AI solutions over developing large autonomous models favored in the broader industry. Ghodsi promotes “boring AI”—reliable, efficient tools that tackle real business challenges like data integration and automated decision-making. This pragmatic approach contrasts with the industry's focus on general-purpose AI, emphasizing steady progress and tangible outcomes. Under his leadership, Databricks provides a unified data infrastructure that supports scalable machine learning and boosts operational efficiency. While ethical discussions about AGI persist, Ghodsi concentrates on AI developments delivering immediate business value and sustainable transformation, stressing real-world impact over speculative futures.

Ali Ghodsi, CEO of Databricks—a major AI industry player valued at $134 billion—has made bold claims about artificial intelligence, challenging common views on progress toward artificial general intelligence (AGI). In a TIME magazine feature, he asserts that AGI, long viewed as a distant AI milestone, is already a reality based on current AI models’ abilities to perform human-like tasks such as fluent conversation, complex reasoning, and analyzing large, diverse datasets. These capabilities meet the AGI criteria he learned during his academic career, emphasizing cross-domain understanding and problem-solving comparable to humans. Under Ghodsi’s leadership, Databricks focuses on practical AI applications in business rather than pursuing headline-grabbing autonomous AI breakthroughs. The company helps organizations integrate diverse data sources and develop models trained for narrow, specific tasks—a strategy Ghodsi calls "boring AI. " Although the term may sound dismissive, it highlights a commitment to creating reliable, efficient AI systems that deliver tangible business value. By building AI agents excelling at particular functions instead of all-encompassing autonomous entities, Databricks aims to improve data analysis, decision-making, and accessibility for non-technical users within enterprises. This approach contrasts sharply with the excitement around large language models and speculative AI capabilities, spotlighting a broader industry trend toward manageable, task-specific AI driving real business outcomes today. Ghodsi’s viewpoint also brings clarity to AGI discussions, emphasizing that achieving general intelligence involves deploying AI that effectively supplements human tasks in controlled, measurable ways—not merely scaling ambition or pursuing autonomy.

AI with reasoning and conversational abilities already serves as a powerful tool when harnessed for well-defined goals. Databricks’ strong valuation reflects its expertise in big data and AI innovation, integrating AI into business ecosystems through tools that unify fragmented data landscapes and support machine learning model development. This ensures their AI contributions prioritize usability and scalability. The concept of "boring AI, " though understated, represents where sustainable industry advances are happening. Ghodsi stresses that amid debates over AGI’s risks and ethics, it is vital to recognize the incremental, task-focused innovations quietly transforming industries. In summary, Ali Ghodsi offers a compelling reassessment of AI’s state, arguing that AGI is no longer a distant ideal but embodied in current AI capabilities. Databricks’ pragmatic "boring AI" strategy underscores reliable, specific AI applications over broad, glorified intelligence, encouraging a balanced perspective on present and future AI. This outlook promotes sustainable innovation with immediate significance for businesses worldwide.


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