{"type":"post","id":"perplexity-and-nvidia-released-jolt-a-joint-teacher-0cb0aa","slug":"perplexity-and-nvidia-released-jolt-a-joint-teacher-0cb0aa","title":"Perplexity and NVIDIA released JOLT , a joint teacher-student self-distillation post-training method.","description":"Perplexity and NVIDIA have described JOLT, short for Joint On-policy Learning and Teaching, a post-training method for teacher-student self-distillation.","retrieval_nugget":"Perplexity and NVIDIA have described JOLT, short for Joint On-policy Learning and Teaching, a post-training method for teacher-student self-distillation.","published_at":"2026-10-22","updated_at":"2026-10-22","record_date":"2026-10-22","date_kind":"published_at","topics":["models"],"entities":["Perplexity","NVIDIA","JOLT","Qwen3","DeepSeek-V2-Lite"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"Perplexity and NVIDIA released JOLT, a joint teacher–student self-distillation post-training method, distinct from NVIDIA Research’s earlier offline-rollout comparison.","prior_refs":["memory:76428e7c-e1ec-8d85-acf1-182dc1d5a751","memory:e4cab375-c6e9-8cff-adb0-084839023f6a","memory:73aa2d11-5af0-87ed-a2c1-287ef3d1bb6d"],"source_url":"https://www.perplexity.ai/hub/blog/a-good-teacher-meets-the-student-where-they-are","source_urls":["https://www.perplexity.ai/hub/blog/a-good-teacher-meets-the-student-where-they-are"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:perplexity-and-nvidia-released-jolt-a-joint-teacher-0cb0aa","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/perplexity-and-nvidia-released-jolt-a-joint-teacher-0cb0aa/","markdown":"https://newruntime.com/posts/perplexity-and-nvidia-released-jolt-a-joint-teacher-0cb0aa.md","json":"https://newruntime.com/posts/perplexity-and-nvidia-released-jolt-a-joint-teacher-0cb0aa.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":"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"}]}