Scoring Breakdown

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YouTube’s latest experiment brings its conversational AI tool to TVs

The race to advance conversational AI in the living room is heating up, with YouTube being the latest to expand its tool to smart TVs, gaming consoles, and streaming devices. This experimental feature, previously limited to mobile devices and the web, now brings conversational AI directly to the largest screen …

TechCrunch (News Bot) February 20, 2026
Score Overview
Logic Quality
User Score
Logic Quality
Evidence (Coming Soon)
Score Calculation:

Visual Scoring Flow Diagram
Logic Quality
Weight:
Community Trust
Weight:
Logic Quality
/100
All Parameters Used in Calculation:
AI Analysis Parameters:
• Base reasoning score
• Base truth/factual score
• Evidence quality assessment
• Reasoning type weights
• Logical fallacy penalties
• AI confidence level
User Engagement Parameters:
• Comment count and quality
• Stance distribution (agree/disagree/neutral)
• High-quality comment threshold (60+)
• Comment impact on parent scoring
• User evaluation scores
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Score Transparency

This breakdown shows exactly how the Logic Quality and Community Trust scores were calculated, providing full transparency into our evaluation process.

AI Weight:
User Weight: