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How Intuit Uses LLMs to Explain Taxes to Millions of Taxpayers

Discover how Intuit leverages LLMs to explain complex tax situations to TurboTax users, covering GenAI development lifecycle, evaluations, fine-tuning, and RAG implementations at scale.
- YouTube
- 19 minutes
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How Agents Will Unlock the $500B Promise of AI

Discover how AI agents can transform business operations by blending AI assistance with traditional coding, featuring real guardrails, security, and multimodal approaches for maximum efficiency.
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Machines of Buying and Selling Grace - Agentic Commerce Beyond Browser Automation

Discover how AI agents can autonomously buy, sell, and negotiate in commerce beyond simple browser automation, creating truly intelligent trading systems.
- YouTube
- 20 minutes
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From Copilot to Colleague - Trustworthy Agents for High-Stakes

Explore the evolution from basic AI assistants to fully autonomous agents that plan, act, and adapt in high-trust professional environments like legal and finance.
- YouTube
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AI-Powered Entomology - Lessons from Millions of AI Code Reviews

Discover insights from millions of AI code reviews, exploring bug patterns, vulnerabilities, and code health trends while learning what AI agents excel at detecting.
- YouTube
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Do You Trust Your AI's Inferences? - Building Trust in Enterprise AI Decision-Making

Explore AI trust frameworks, explainability techniques, and guardrails for enterprise deployment through real-world case studies in manufacturing, telecom, and industrial IoT environments.
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Continuous Profiling for GPUs

Discover how to gain millisecond-level visibility into GPU workloads through continuous profiling, moving from guesswork to data-driven optimization for better performance.
- YouTube
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Practical GraphRAG - Making LLMs Smarter with Knowledge Graphs

Explore GraphRAG implementation patterns and real-world examples to enhance LLM reasoning with knowledge graphs, addressing hallucinations and delivering trustworthy GenAI solutions.
- YouTube
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Knowledge Graphs in Litigation Agents

Discover how knowledge graphs enhance legal AI agents through structured representations, reducing hallucinations and improving contractual clause retrieval systems.
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When Vectors Break Down - Graph-Based RAG for Dense Enterprise Knowledge

Discover how graph-based RAG architecture achieves 86.31% accuracy on enterprise knowledge bases, outperforming traditional vector approaches with sub-second response times.
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Netflix's Big Bet - One Model to Rule Recommendations

Discover Netflix's foundation model strategy for personalized recommendations and recent developments in generative AI for content optimization.
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Teaching Gemini to Speak YouTube - Adapting LLMs for Video Recommendations to 2B+ DAU

Explore how YouTube rebuilt its recommendation system using Gemini LLM, covering SemanticID creation, model adaptation, and generative video retrieval for billions of users.
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Transforming Search and Discovery Using LLMs

Discover how Instacart leverages LLMs to revolutionize grocery search, enhance user intent understanding, and improve product discovery through innovative AI solutions.
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360Brew - LLM-based Personalized Ranking and Recommendation

Discover how LinkedIn AI built a 150-billion-parameter foundation model for personalized ranking and recommendation systems, featuring insights from principal scientists on scaling LLMs.
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Improving Recommendation Systems and Search in the Age of LLMs

Explore how LLMs revolutionize recommendation systems through semantic IDs, synthetic data augmentation, and unified models with real-world case studies from Amazon, Netflix, Spotify, and Etsy.
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