GenAI
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How Model Context Protocol Connects LLMs to the Real World
The latest In the Loop episode breaks down the Model Context Protocol (MCP)—a new standard for connecting LLMs to tools, data, and real-world actions. Learn how MCP enables practical, production-ready AI.
Micaela Kaplan
May 8, 2025
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Top 5 Most Successful Data Curation Strategies in DeepSeek
Learn the data curation and human supervision techniques that we believe are crucial to DeepSeek’s success by examining technical reports from DeepSeek-R1, DeepSeek-V3, and its predecessors.
Nikolai Liubimov
January 30, 2025
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Why Humans Still Matter in the World of GenAI
While data annotation for LLMs may look and feel somewhat different than the data annotation of the past, it’s still a crucial step of the machine learning process.
Micaela Kaplan
November 13, 2024
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We Need a Better Set of LLM Evaluations
Different models are naturally going to excel at different tasks (just like humans). For users — especially those building products — having visibility into those tradeoffs is going to be a critical part of the decision-making process.
Label Studio Team
April 29, 2024
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