The study „AI and the Natural Sciences 2034: Transformation of Education, Research, Trusted WEB 4.0“ shows: AI is fundamentally changing not only the natural sciences, but also education. At the same time, it warns of the risks of a digital autocracy if no holistic solution is implemented.

1. Probable Scenario Without Trusted WEB 4.0

Education systems to date were not designed from the perspective of the individuals, but serve a societal purpose. In the course of industrialization, large numbers of simple workers were needed. Today, the view is widespread that AI will replace jobs. At the same time, through search dependencies the gatekeepers create large numbers of people who are only able to work to a limited extent.

These business concepts have not been thought through beyond achieving the highest possible scaling in the short term. From the perspective of an autocratic power, that is not necessary either. Addictive behavior creates subjects who stay quiet as long as their level of agitation is kept up by scraps of information.

A digital autocracy emerges, in which the few rulers are still doing well even when the majority of the population is down on the ground.
AI could accelerate this development:

• Mathematics: AI solves problems that remained unsolved for decades (e.g. the „Unit Distance Conjecture“ in 2026). Yet without individual support, many people remain excluded from this progress.
• Education: Traditional systems do not foster creativity or critical thinking. Instead, dependencies on gatekeepers emerge, who keep control through AI-driven manipulation.
• Research: Without Trusted WEB 4.0, closed systems dominate, in which only an elite has access to AI tools. The majority of people are degraded to passive consumers.

2. Development with Broad European Support for Trusted WEB 4.0

As early as 1985 it was found that every person is individually gifted and can deliver unexpected achievements when addressed individually. Trusted WEB 4.0 creates the framework to foster this diversity.

By 2027 at the latest, existing societal deficits will be offset for as many people as possible through an education concept that takes the diversity of people into account. It would have been better to introduce this concept back in 2006.

If the EU-D-S starts in 2027, realistically the first school systems will have switched to an individualized concept by 2032. It is up to a few motivated classically trained people to listen to their own voice and show in getmySense which individual abilities they possess. Hopefully these role models will be enough!

When the information and abilities of all people can be made available at any time, democracies also gain a significant economic advantage. This requires a value system that rewards unique selling points.

Examples from the 2034 study:

• AI in mathematics: Solves complex problems and fosters new proof techniques. Human researchers adapt these methods and refute further conjectures.
• AI in education: Pilot projects in North Rhine-Westphalia show how generative AI supports individual learning processes in the classroom (e.g. proving that the interior angles of a triangle sum to 180 degrees).
• AI in research: New methods of knowledge generation and validation are emerging. Interdisciplinary collaboration is fostered by AI.
• Human–AI collaboration: Iterative, dialogue-based models with feedback lead to better results than static input–output scenarios.

AI can help ensure that information is available exactly when it is needed and that everyone is integrated into the system according to their individual abilities.

Trusted WEB 4.0 as an enabler:

• Trustworthiness: Decentralized, transparent platforms ensure security and trust in AI applications.
• Education: Professional development for teachers and adaptive learning systems are provided.
• Research: New methods of knowledge generation and validation emerge through AI.
• „Digital Year“: A 3–24-month interdisciplinary scholarship (modeled on GraTeach) for executives could, if transferred to school projects, prepare people early on for a flexible digital future.

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