i14 Labs launches Sugar Glider O(1) long-context LLM architecture
A fixed-size KV cache changes serving economics more than raw benchmark scores: it turns long-context deployment from a memory problem into a configuration choice. Teams building agents, RAG pipelines or document-heavy workflows should watch the waitlist and independent reproductions of the 1B-token retrieval claims. Compared with existing long-context approaches that accumulate KV cache linearly, the 32x throughput figure at 1M tokens is the number to verify.
