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Mykola Mizhigurskiy
Mykola Mizhigurskiy

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A New AI Paradigm: The Billion-Dollar Blind Spot

A New AI Paradigm: The Billion-Dollar Blind Spot

Modern AI systems are excellent at detecting toxicity, abuse, radicalization.

But there's a blind spot — and it's costing us billions:

They can't detect brilliance.

Every day, millions of users interact with AI. Among them,

  • 1 in 10,000 may hold a breakthrough idea.
  • 1 in 100,000 may be modeling the future of society, science, or intelligence.

But all of that signal vanishes.

No system is designed to surface it.


Enter SVITLO

SVITLO (Signal of Visionary Ideas Through Latent Observation) is a protocol that proposes a new direction:

➡️ Not just detecting threats

➡️ But detecting insight

➡️ Surface-level agnostic, cognition-focused

It doesn't require new infrastructure.

It builds on existing analytics pipelines and reorients them from defense to discovery.

What if your model could say:

“This interaction shows signs of exceptional thought. Would you like to be seen?”


Use Cases

  • Identifying overlooked talent
  • Spotting founder-level thinkers
  • Building archives of visionary insight
  • Enhancing alignment, recruitment, and impact

📖 Full manifesto on GitHub:

🔗 SVITLO manifest

Feedback, forks, and discussion welcome.

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