{"type":"post","id":"designing-kolibri-architecture-trade-offs-from-first-principles-c04638","slug":"designing-kolibri-architecture-trade-offs-from-first-principles-c04638","title":"Designing Kolibri: Architecture Trade-Offs from First Principles","description":"Aleph Alpha published a technical note on the architecture choices behind Kolibri, alongside an interactive explorer for comparing model configurations.","retrieval_nugget":"Aleph Alpha published a technical note on the architecture choices behind Kolibri, alongside an interactive explorer for comparing model configurations.","published_at":"2026-10-23","updated_at":"2026-10-23","record_date":"2026-10-23","date_kind":"published_at","topics":["models","inference"],"entities":["Aleph Alpha","Kolibri","Kolibri Origin"],"related_patterns":[],"novelty_label":"new_angle","what_changed":"Rather than announcing Kolibri or detailing its release, the post analyzes architecture trade-offs in training and deployment costs and offers a tool to compare model configurations.","prior_refs":["memory:3e0758a9-42ed-837f-a7fd-aa0041b41ec2","memory:4ce4906f-3ed8-856c-a3f4-df7259ef08b9","memory:500b0814-026f-88e6-afe1-c2cd180532d5"],"source_url":"https://aleph-alpha.com/en/blog/designing-kolibri-architecture-trade-offs-from-first-principles","source_urls":["https://aleph-alpha.com/en/blog/designing-kolibri-architecture-trade-offs-from-first-principles"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:designing-kolibri-architecture-trade-offs-from-first-principles-c04638","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/designing-kolibri-architecture-trade-offs-from-first-principles-c04638/","markdown":"https://newruntime.com/posts/designing-kolibri-architecture-trade-offs-from-first-principles-c04638.md","json":"https://newruntime.com/posts/designing-kolibri-architecture-trade-offs-from-first-principles-c04638.json"},"next_reads":[{"type":"topic","path":"/topics/models/","url":"https://newruntime.com/topics/models/","title":"Models","reason":"Explore the models topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/models.md","json_url":"https://newruntime.com/topics/models.json"},{"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"}]}