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Less is More: Scaling Dynamics with Sparsity

Unconventional AI reported that sparsity in coupled oscillator networks cuts up to 98.4% of connections in its Un-0 image generation model while improving performance by 1.9 FID on ImageNet 64x64. The company detailed the scaling dynamics in a blog post titled "Less is More: Scaling Dynamics with Sparsity.

by read1 min views2 publishedAug 13, 2026

Sparsity in coupled oscillator networks cuts up to 98.4% of connections in our Un-0 image generation model while improving performance by 1.9 FID on ImageNet 64x64.

The post Less is More: Scaling Dynamics with Sparsity appeared first on Unconventional AI.

source & further reading
unconv.ai — original article Announcing the 2026 Unconventional Grant Winners Smoothing the Triangle: Rethinking the Memory Stack for Unconventional AI Speaking the Language of Physics: Introducing the First Instruction Set Architecture (ISA) for Dynamical System Hardware
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