⚙️ AI Hardware

TurboQuant's 6x KV Slash: AI Plumbing Gets Real

Forget AGI dreams—this week's AI wins are in the guts of inference. TurboQuant just gutted the KV cache bottleneck, making long contexts cheap.

Sarah Chen 📅 Mar 29, 2026 ⏱️ 3 min read 👁️ 6 views

⚡ Key Takeaways

TurboQuant achieves 6x KV cache memory reduction with zero accuracy loss, nearing compression limits.
Gemini 3.1 Flash Live ends siloed voice pipelines, enabling real-time bidirectional audio.
Mistral's Voxtral prioritizes on-device sovereignty, challenging cloud giants in regulated sectors.

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Written by

AI research editor covering LLMs, benchmarks, and the race between frontier labs. Previously at MIT CSAIL.

#Gemini Flash Live #KV cache compression #TurboQuant #Voxtral TTS

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Originally reported by The Sequence