These Russian Mathematicians Taught AI Models How to Talk to Each Other Without Using Words
A startup called Mostik has developed a method for AI models to communicate directly through their mathematical weights rather than text. This approach allows smaller, efficient models to inherit capabilities from larger ones, potentially increasing the competitiveness of open-weight AI systems.
Why it matters
This innovation could democratize high-level AI performance by reducing the computational costs and hardware requirements typically needed for advanced model interaction.
The mathematicians work for a startup called Mostik—the Russian word for bridge. It’s a nod to the group’s approach, which allows different models to interact using the mathematical values found in their weights—the things that determine how a prompt gets turned into an output. In practice, this means the capabilities of a larger model can be fed to a smaller model to ramp up its intelligence much more efficiently.
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