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Tagged articles

model bias

3 articles · Page 1 of 1
AI Engineer Programming
AI Engineer Programming
Jun 11, 2026 · Artificial Intelligence

How to Build Truly Effective LLM-as-a-Judge Evaluators

The article explains how to construct reliable LLM-as-a-Judge evaluators by combining deterministic code checks for syntactic validation, designing clear semantic evaluation rubrics, choosing appropriate output formats, calibrating with human‑labeled data, mitigating known model biases, and integrating trace‑based monitoring into production workflows.

AI safetyLLM evaluationLLM-as-a-Judge
0 likes · 15 min read
How to Build Truly Effective LLM-as-a-Judge Evaluators
Model Perspective
Model Perspective
May 30, 2025 · Artificial Intelligence

Why Large Language Models Are Just Mathematical Functions: A Rational Perspective

The article argues that large language models are fundamentally mathematical functions that model human language, emphasizing their role as simplified representations, explaining their structural nature, sources of errors, the importance of prompts as boundary conditions, and the need for clear usage assumptions to avoid anthropomorphic misconceptions.

AI FundamentalsLarge Language ModelsPrompt Engineering
0 likes · 11 min read
Why Large Language Models Are Just Mathematical Functions: A Rational Perspective