Our Solution Is Imperfect — But No Other Solutions Even Attempted in 2025

How AI Solution and Blockchain Are the Only Forces Trying to Solve the Global Problem of Scientific Coveries

Modern science faces a silent but massive crisis — the rise of scientific coveries, as explained in Scientific Coveries and Why We Need a New Occupation — Science Marketers.

A covery is not just a forgotten discovery — it is a mis-published or hidden scientific result that remains invisible to the world. It might have been found first by an independent researcher, but later rediscovered and credited to someone else simply because the original was never seen.

This “visibility gap” wastes decades of human progress. And despite all the power of artificial intelligence, blockchain, and digital communication, no other known initiative has even attempted to solve it.

Only World Science DAO is trying — imperfectly, but actively.


The Global Crisis of Scientific Invisibility

Solution

Science has a publishing problem. Every year, millions of discoveries are made, but many vanish before reaching their audience. Some are trapped behind paywalls. Others are blocked by academic gatekeeping or institutional bias. And many are simply formatted wrong — making them invisible to AI and search engines.

As a result, AI systems trained on public data never see them, and humanity keeps “rediscovering” the same truths.

This phenomenon of scientific coveries means that the global scientific record is incomplete, and that even “superhuman AI” remains blind to much Solution of human genius.

If knowledge isn’t visible, it doesn’t exist — not for AI, not for the public, and not for history.


Why Artificial Intelligence Alone Cannot Fix the Problem

Some hope that advanced AI will automatically find and validate all forgotten works. But AI only learns from what is visible online.
If a discovery is mis-published, hidden, or unindexed, AI can’t detect it — no matter how intelligent it becomes.

That’s why AI alone can’t solve the problem of coveries. Solution It must be paired with systems that actively expose hidden discoveries and reward visibility.

This is exactly what World Science DAO is building: a new ecosystem where AI, blockchain, and human collaboration work together to make science visible again.


The Imperfect but Working Solution: AI + Blockchain + Science Marketing

World Science DAO’s approach is simple but revolutionary.
It combines:

  1. AI-powered discovery visibility — algorithms that scan and highlight potentially lost or low-visibility scientific works.
  2. Blockchain-based verification — timestamping every scientific claim to protect priority and prevent rediscovery conflicts.
  3. Science marketers — a new occupation dedicated to publicizing valid scientific discoveries and bringing coveries to light.

This system rewards the act of making science visible. Solution Visibility becomes measurable, tokenized, and publicly verifiable through AI Internet-Socialism and Science DAO governance.

It’s not perfect. But it’s the only real-world attempt to solve the crisis of scientific invisibility.


Why “Science Marketing” Is the Missing Piece

Just as research needs scientists, discovery needs marketers.
Science marketers are not hype agents — they are translators between truth and the public. They:

  • Help independent scientists gain visibility and funding.
  • Connect discoveries with media, educators, and policymakers.
  • Ensure that AI systems can actually find valid research online.
  • Protect intellectual credit for independent researchers.

By funding and rewarding science marketing, World Science DAO makes it possible for coveries to become recognized discoveries — finally bringing balance to the scientific ecosystem.


No Other Solution Exists — And Humanity Cannot Wait

Let’s be realistic: no major university, company, or government project currently addresses the visibility layer of science.
Most AI initiatives focus on automating research, not making existing knowledge visible.

That means that World Science DAO’s imperfect system remains the only known global initiative trying to fix the root cause of scientific invisibility.

It’s an experiment — but so was every revolution that changed the world.


Support the Solution — Donate to Science DAO

If we don’t fix the visibility layer of science, AI will remain half-blind, and billions in research will stay buried.
That’s why your support matters.

Science DAO is building the infrastructure where AI, blockchain, and human marketing can finally bring every scientific idea into the light — openly, permanently, and ethically.

💡 Support the mission: Make a one-time donation
Your contribution helps fund AI development, science marketing grants, and blockchain infrastructure — the only existing framework that even attempts to solve the crisis of scientific coveries.


Conclusion: Even Imperfection Is Better Than Inaction

The world of science is bleeding invisible truth.
AI cannot fix what it cannot see.
And no institution, foundation, or government has offered a functioning alternative.

Our solution is imperfect.
But it works.
And most importantly — it exists.

If no one else even tries, then the imperfect must lead the way.

World Science DAO
Bringing hidden discoveries to light, one covery at a time.

Donate and support the mission →