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Common Statistical LLM Evaluation Metrics and what they Mean

In one of our earlier articles, we touched on statistical metrics and how they can be used in evaluation - we also briefly discussed precision, recall, and F1-score in our article on benchmarking. Today, we’ll go into more detail on how to apply these metrics more directly, and more complex metrics…
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Image of Author Nick Badot
Nick Badot
Nick Badot is a QA Engineer, Technical Project Manager, & Technical writer from Ireland. He has worked for global tech companies in Dublin (Amazon, Oracle) and was a QA lead for the launch of Amazon Alexa in the French language.
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How Good is Good Enough: Subjective Testing and Manual LLM Evaluation

In our previous article, we talked about the highest level of testing and evaluation for LLM models, and went into detail about some of the most commonly used benchmarks for validating LLM performance at a high level. Today, we’re going to look a at some more fine-grained evaluation metrics that…
Image of Author Nick Badot
Nick Badot
Nick Badot is a QA Engineer, Technical Project Manager, & Technical writer from Ireland. He has worked for global tech companies in Dublin (Amazon, Oracle) and was a QA lead for the launch of Amazon Alexa in the French language.
•Last Updated:
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How To Build Beautiful, Responsive UIs in Minutes With Bolt

Welcome! This is part 5 of our course on how to build fullstack apps with Bolt and Supabase If you’re just joining, I highly recommend you take the course in the correct order before diving into this one. Here you can find Part 1, Part 2, Part 3, and Part 4.
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Image of Author Zao Yang
Zao Yang
Owner of \newline and previously co-creator of Farmville (200M users, $3B revenue) and Kaspa ($3B market cap). Self-taught in gaming, crypto, deep learning, now generative AI. Newline is used by 250,000+ professionals from Salesforce, Adobe, Disney, Amazon, and more. Newline has built editorial tools using LLMs, article generation using reinforcement learning and LLMs, instructor outreach tools. Newline is currently building generative AI products that will be announced soon.
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MCP Explained: Taking Your AI Agents to New Heights

If you’re into AI agent development, you’ve probably started hearing more and more about a new emerging protocol – Model Context Protocol (MCP). In essence, this protocol simplifies how AI agents connect to the data and tools they need. By standardizing these connections, MCP reduces the extra work…
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Image of Author Maksym Mitusov
Maksym Mitusov
AI Full Stack Engineer. Developed cutting edge AI and web-dev projects, like: automation, content generation, chat apps, etc. Author of variety AI articles that have helped newcomers get started in different areas of AI.
•Last Updated:
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Inside AI Agents: Core Principles and How They Remember

As AI continues to evolve, we’re constantly finding new ways how to improve and to use it. Today, AI has gone much further being just a chat tool. And one of these significant evolutionary steps is the creation and adoption of AI agents. With agents, you can deploy AI solutions that autonomously…
Thumbnail Image of Tutorial Inside AI Agents: Core Principles and How They Remember
Image of Author Maksym Mitusov
Maksym Mitusov
AI Full Stack Engineer. Developed cutting edge AI and web-dev projects, like: automation, content generation, chat apps, etc. Author of variety AI articles that have helped newcomers get started in different areas of AI.
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