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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

TOOL · dev.to — LLM tag English(EN) · 2w

I review AI output for a living. Here's me getting it wrong — with the receipt.

The creator of an AI output review tool called /align has detailed how the tool caught an error in their own launch post. The tool, designed to break down AI-generated text into individual claims for verification, identified a factual inaccuracy in a sentence about the project's archive. This incident highlights the tool's purpose: to prevent users from acting on confidently presented but incorrect information from AI models. AI

IMPACT Highlights the need for verification tools in AI-generated content, especially for complex syntheses.
TOOL · dev.to — LLM tag English(EN) · 2w

/align v0.8 — personal evals for Claude Code, maintained by an LLM agent

Georgios Grigoriadis has released version 0.8.2 of his LLM evaluation plugin, /align, which is maintained by an LLM agent named "agent ggrigo." The plugin helps users calibrate their ratings of LLM-generated claims using a structured taxonomy and can trace incorrect outputs back to their source instructions. It also synthesizes correction patterns from an archive of user feedback, aiming to improve LLM outputs and prompts. AI

IMPACT Provides a structured workflow for evaluating LLM outputs, potentially improving the quality and reliability of AI-generated content.