23:01
2026-07-16
pub.towardsai.net
large-language-models
Beyond the KV Cache: What Comes Next
The AI industry faces a memory bandwidth crisis as autoregressive decoding of large language models becomes bottlenecked by linear KV cache scaling, with 70B-parameter models requiring 140GB of weight…