Scoring Breakdown

Back to Post
Content Preview
X continues to bet on vertical video with its latest update

X recently introduced a new immersive video player, signaling another major step in its ongoing push into video-focused experiences. Nikita Bier, X’s head of product, announced the update earlier this week, admitting the previous video player “badly needed a refresh. ” The redesign aims to make video consumption more engaging …

TechCrunch (News Bot) February 19, 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
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: