Evaluation

Notes on LLM Evaluation

, one could argue that the majority of the work resembles traditional software development greater than ML or Data Science, considering we regularly use off-the-shelf foundation models as a substitute of coaching them ourselves....

How you can Analyze and Optimize Your LLMs in 3 Steps

in production, actively responding to user queries. Nevertheless, you now need to improve your model to handle a bigger fraction of customer requests successfully. How do you approach this? In this text, I discuss...

How one can Develop Powerful Internal LLM Benchmarks

LLMs being released almost weekly. Some recent releases we’ve had are Qwen3 coing models, GPT 5, Grok 4, all of which claim the highest of some benchmarks. Common benchmarks are Humanities Last Exam,...

Can we fix AI’s evaluation crisis?

As a tech reporter I often get asked questions like “Is DeepSeek actually higher than ChatGPT?” or “Is the Anthropic model any good?” If I don’t feel like turning it into an hour-long seminar,...

Meta, 90% substitute with AI in command of ‘product evaluation’

Meta has used artificial intelligence (AI) to automate the product risk assessment procedure that has been conducted in improving the function of the platform and modifying algorithms. In consequence, development efficiency is anticipated to...

Transforming LLM Performance: How AWS’s Automated Evaluation Framework Leads the Way

Large Language Models (LLMs) are quickly transforming the domain of Artificial Intelligence (AI), driving innovations from customer support chatbots to advanced content generation tools. As these models grow in size and complexity, it becomes...

Agentic AI 102: Guardrails and Agent Evaluation

In the primary post of this series (Agentic AI 101: Starting Your Journey Constructing AI Agents), we talked concerning the fundamentals of making AI Agents and introduced concepts like reasoning, memory, and tools. After all,...

Open AI identified ‘AI safety’, ‘safety evaluation’ occasional disclosure … “Google and metado problem” point

Open AI, which has been identified by 'AI Safety', 'Safety Assessment' occasional disclosure ... "Google and Metado Problems" The Open AI, which was identified because of mental artificial intelligence (AI) issues of safety, will...

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