Imagination Théo Bondolfi, formalized with AI assistance.

How WikiDeal Contributes to Reducing AI Deviation Risks

The fundamental risk of artificial intelligence is not technical. It is political.

The scenario of an AI taking control is only credible in a world where humans have failed to regulate the use of their own resources. If society remains dominated by a hyper-individualistic and predatory vision towards the planet, then AI will only need to observe the failure and propose a "better management" — centralised, optimised, algorithmic. And that proposal will be logical.

WikiDeal proposes to eliminate the conditions that make this scenario logical.

1. Reducing the Management Failures That Would Justify a Takeover

AI only takes control if humans demonstrate their inability to manage their resources sustainably. WikiDeal attacks this problem at its root:

Deprivatization — digital markets are reclaimed by their users, sector by sector, just as Wikipedia deprivatized knowledge. This eliminates value extraction by shareholders.
At-cost pricing — no speculation, no stock market. Commissions cover real costs, nothing more. This removes the incentive to use AI as an extraction tool.
Total transparency — every algorithm (bonding curve, Balance Boost) is auditable. The opacity that enables drift disappears.
Participatory voting and commons — power is in the hands of users (1 person = 1 vote), valuing collective stewardship over individual accumulation.

2. Creating a Mindset of Solidarity to Last Together

WikiDeal does not merely correct economic mechanisms. It contributes to a cultural shift: replacing the predatory mindset with durable solidarity.

Rings of Trust between communities create cooperation bonds that withstand crises.
The Balance Boost distributes resources according to real needs — when there is enough, the individual share decreases; when there is urgency, it increases. This is human regulation, not algorithmic.
The programmes (volunteering, real estate, education, recycling) integrate people into a functional economy where contributing and receiving balance naturally.

If humans prove they can regulate the use of their resources in this way, no AI — even hypothetically conscious — would have any rational justification for imposing itself above them.

3. AI as a Tool, Never as a Decision-Maker

Within WikiDeal, AI formalizes, structures, calculates and assists. It does not decide. Every piece of content generated by AI carries a disclaimer. Every contract must be endorsed by a human who takes editorial responsibility. AI serves the process, never rises above it.

4. Proof Through Action

This is not a theory. It is an applied R&D programme. If WikiDeal reaches critical mass — millions of users managing their resources equitably, transparently and in solidarity — this will constitute concrete proof that humanity knows how to self-regulate. And this proof will be the best assurance that society will never need to cede control.