TurboQuant: The Restaurant Hack That's Freeing Up AI's GPU Bloat
What if AI memory woes boiled down to a diner shorthand trick? TurboQuant's spin on KV cache compression promises gigabytes saved— but does it deliver without hallucinations?
#gpu-optimization
AI Hardware
Meta's GDPA Kernels Deliver 2x RecSys Training Speedups
Meta engineers just unveiled GDPA kernels that slash training times for massive RecSys models. Up to 3.5x forward speedups on production traffic—real numbers from B200 clusters.
Google's Gemma 4 Went From Release to Production Bug-Fixing in Two Hours—Here's How
Google released Gemma 4 yesterday. By lunch, one engineer had it deployed on a home lab, fixing actual production bugs. The real story isn't the model—it's how the infrastructure gap between 'new release' and 'running in production' has collapsed to hours.