DATA FLYWHEEL ENGINE

The Engine That
Teaches Itself

ChinglishAI isn't just a database. It's a living, breathing organism that grows smarter with every interaction.

1. Interaction

Users engage with the AI, generating new phrase pairs.

2. Collection

Novel expressions are captured and anonymized.

3. Training

Fine-tuning models on high-engagement data.

4. Deployment

Smarter models deployed to edge nodes instantly.

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Feed the Beast

Contribute your own Chinglish translations. If the community votes it up, it becomes part of the permanent dataset.