Semantic Visibility Requires Taking a Position

Published November 9, 2025

We were told to avoid strong claims.

We optimized for:
• Safety
• Generality
• “Professional tone”

But models recognize edges, not neutrality.

A weak opinion is the same as no opinion.

The era of “safe content” is over. The era of clear perspective has begun.

— Stefano


Editorial Team
Editorial Team Trusted Author

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