Distributed reasoning

AI Judges the Shell Saga

What Happens When Multiple Machines Analyse a 30-Year Dispute?: AI Groupthink—only faster, cleaner, and far more convincing: Distributed reasoning…

By John Donovan

Introduction: Putting the Machines to Work

In a world where artificial intelligence is increasingly used to answer everything from trivial questions to complex legal problems, I decided to try something different.

I asked the machines to judge Shell.

Not in a courtroom.

Not in a press release.

But through analysis.

Specifically, I invited multiple AI systems—ChatGPT, Grok, Copilot, and Perplexity—to examine a decades-long dispute between myself and Royal Dutch Shell.

The result was something unexpected.

Not agreement in every detail. read more

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