**Making Truth a Strategy**
— Why Incentive Verification Becomes a Platform's Weapon
Most people think misinformation is a "moderation problem."
That's not true.
It's a matter of competitive advantage.
In the attention economy, the platform that can manage trust at scale wins.
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Platforms compete on three layers.
Attention.
Distribution.
Trust.
Attention attracts users.
Distribution amplifies the story.
But trust determines sustainability.
Without trust, scale collapses.
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Today, the reason misinformation spreads is simple.
Amplification generates profit.

Beginner vibe coder:
- installs Claude Code/Antigravity/Codex/Cursor
- thinks about what to build
- prompts Claude
- begins build
- generates AI slop and debugs endlessly
Not so beginner vibe coder:
- installs Claude Code/Antigravity/Codex/Cursor
- setup personal preferences and agent memory
- setup agent skills and rules
- integrate connectors and MCP servers
- test agent out
- thinks about what to build
- creates a project in Claude and brainstorms about the idea
- generates a PRD for the build
- plans build with agent and delegates tasks
- begins build
- generates a good MVP of 70% function