{"type":"post","id":"liquid-ai-launched-ripl-a-sub-50ms-inference-10eb44","slug":"liquid-ai-launched-ripl-a-sub-50ms-inference-10eb44","title":"Liquid AI launched RIPL , a sub-50ms inference engine for LFM2.5 models on NVIDIA GPUs.","description":"Liquid AI has announced RIPL, short for Real-time Inference Pipeline, an inference engine for its LFM2.5 models.","retrieval_nugget":"Liquid AI has announced RIPL, short for Real-time Inference Pipeline, an inference engine for its LFM2.5 models.","published_at":"2026-10-23","updated_at":"2026-10-23","record_date":"2026-10-23","date_kind":"published_at","topics":["inference"],"entities":["Liquid AI","RIPL","LFM2.5","NVIDIA","Shopify","vLLM"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"Liquid AI introduces RIPL, a new inference engine for LFM2.5 with sub-50 ms end-to-end latency on NVIDIA GPUs; the prior covered DSpark speculative decoding for faster LFM2.5 inference.","prior_refs":["memory:cd81fb1c-b5d7-8bf1-a387-6c0ca4fe4a8b"],"source_url":"https://www.liquid.ai/blog/low-latency","source_urls":["https://www.liquid.ai/blog/low-latency"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:liquid-ai-launched-ripl-a-sub-50ms-inference-10eb44","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/liquid-ai-launched-ripl-a-sub-50ms-inference-10eb44/","markdown":"https://newruntime.com/posts/liquid-ai-launched-ripl-a-sub-50ms-inference-10eb44.md","json":"https://newruntime.com/posts/liquid-ai-launched-ripl-a-sub-50ms-inference-10eb44.json"},"next_reads":[{"type":"topic","path":"/topics/inference/","url":"https://newruntime.com/topics/inference/","title":"Inference","reason":"Explore the inference topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/inference.md","json_url":"https://newruntime.com/topics/inference.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}