I published 73 posts on VamsiTalks Tech in 2025, documenting the shift to Agentic AI and the reality of enterprise GenAI adoption.Lets do a quick year in review. The GenAI …
Tag:
Generative AI
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Despite $30-40 billion in enterprise investment, 95% of organizations are getting zero ROI from GenAI while only 5% achieve measurable P&L impact. The difference isn’t about budget or technology—it’s about …
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AICloudGenAIGenerative AI
Distributed Inference: Architectural Patterns for Scaling AI Model Deployment
As generative AI and large language models (LLMs) are used more in real-world settings, companies are moving from testing these models to solving the practical issues of using them on …
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Agentic AIAIArchitectureGenAIGenerative AIOpinion
Agentic AI is Not a Tool—It’s Your New Operating System for Non-Linear Growth
Vista Equity Partners just published their latest Charterbook on Agentic AI –https://www.vistaequitypartners.com/insights/agentic-ai-is-here-what-investors-need-to-know/. As we do periodically on this blog, lets run a quick analysis of the key themes in their …
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AIBankingData ManagementData ScienceFinTechGenAIGenerative AI
Gen AI in Action: How Norway’s $1.8T Sovereign Investment Fund Transformed Its Operations Using AI
We have covered Wealth Management & its IT systems as a course at https://industrytalkstech.com/all-courses A recent survey that we shared as a blogpost (https://www.vamsitalkstech.com/generative-ai/the-genai-divide-why-95-of-organizations-are-getting-zero-return-on-their-ai-investment/) found that despite continued investment in …
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GenAIGenerative AI
The GenAI Divide: Why 95% of Organizations Are Getting Zero Return on Their AI Investment
This blog post and the opinions expressed herein are solely my own and do not reflect the views or positions of my employer AWS. All analysis and commentary are based …
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AICloud NativeGenAIGenerative AIOpen Source
Industry Spotlight – Engineering the AI Factory: Inside Meta’s AI Infrastructure (Part 4)
In Part 4 of our series on the AI Factory – https://www.vamsitalkstech.com/ai/industry-spotlight-engineering-the-ai-factory-inside-ubers-ai-infrastructure-part-2/ , we explored one of the most sophisticated implementations of an AI factory in production: Netflix’s machine learning …
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Agentic AIAIGenAIGenerative AI
BCG Survey – Agentic AI Reshaping IT Spending Priorities in 2025: Key Insights
A research report conducted just prior to the passing of US tariffs ) from the Boston Consulting Group (BCG) points to a notable increase in IT budgets for 2025, with …
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AIGenAIGenerative AI
Industry Spotlight – Engineering the AI Factory: Inside Uber’s AI Infrastructure (Part 2)
In Part 1 of our series –https://www.vamsitalkstech.com/ai/engineering-the-ai-factory-blueprint-for-industrial-scale-ai-infrastructure/ , we explored the foundational concepts of AI factories and their critical infrastructure components. I intend to do a series of blogs on …
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This blog has covered spending in hardware acceleration which only has grown due to the emergence of Agentic AI. Agentic AI, referring to AI systems that can act independently to …