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Unconventional AI
unconv.ai > blog > less-is-more-scaling-dynamics-with-sparsity

Less is More: Scaling Dynamics with Sparsity

1+ mon, 14+ hour ago   (976+ words) (For a more comprehensive discussion of this literature, please see "Related Work" in the Appendix.) For all configurations, the decoder size and conditioning oscillator count are fixed. Together, these fixed-decoder-size configurations allow us to explore how the model performs as…...

Unconventional AI
unconv.ai > blog > smoothing-the-triangle-rethinking-the-memory-stack-for-unconventional-ai

Smoothing the Triangle: Rethinking the Memory Stack for Unconventional AI

2+ mon, 4+ day ago   (589+ words) Written by: Giacomo Pedretti, Srenik Mehta Large Language Models with ever-increasing context windows demand massive caches, enabled by heterogeneous packaging integration for high-bandwidth memory (HBM). And as models grow, so does their parameter count, calling for massive storage right next…...

Unconventional AI
unconv.ai > blog > author > unconventional-ai

Unconventional AI Archives

2+ mon, 2+ week ago   (9+ words) Unconventional AI Unconventional, Inc. © 2026...

Unconventional AI
unconv.ai > grant

Unconventional Grant

5+ mon, 2+ week ago   (493+ words) ACADEMIC Research GRANT PROGRAM We are announcing a $0.5 million Unconventional Academic Research Fund to provide $100k grants to support groundbreaking research in unconventional computing paradigms for generative AI (text, images, and video). Unconventional AI is rethinking computing with the singular purpose…...