Motion xAI Litepaper

The current way of training is AI broken.

The AI industry is spending billions on data acquisition with no framework for consent, provenance, or value-sharing.

AI models consume over 300 billion tokens of human-generated content daily and 92% of data creators receive no compensation.

Yet AI Agents will become the primary economic actors of the future.

The 'Next Billion Users' are not humans, they are autonomous actors transacting on behalf of humans and organizations.

We've reached the limits of generalised training data. The next frontier is only possible through specialisation: high-fidelity, domain-specific, human-generated data that AI systems desperately need but cannot create themselves.

"We believe AI agents can become significant drivers of economic activity and the predominant 'users' of applications, gradually shifting away from human users. This paradigm shift would force many internet-native firms to rethink their core assumptions about the future." - Coinbase Ventures

For too long, the knowledge encoded in everything you do: your routines, your expertise, your hard-won intuition has been captured and commoditized without your consent.

Your signal turned into someone else's alpha.

Motion xAI changes that: Own your knowledge. Tokenize your edge. Profit from the transition.