{"type":"post","id":"humans-releases-tutor-a-tutoring-model-trained-against-02a024","slug":"humans-releases-tutor-a-tutoring-model-trained-against-02a024","title":"humans& releases &Tutor, a tutoring model trained against its Persimmon learner model, via API","description":"humans& has released Ampersand Tutor (&Tutor), a tutoring model available through an API.","retrieval_nugget":"humans& has released Ampersand Tutor (&Tutor), a tutoring model available through an API.","published_at":"2026-10-30","updated_at":"2026-10-30","record_date":"2026-10-30","date_kind":"published_at","topics":[],"entities":["humans&","Ampersand Tutor","Persimmon","Ampersand","GLM-5.3","TutorMoments"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"Humans& has released a separate &Tutor model via API, trained against Persimmon as a learner to teach and reporting state-of-the-art TutorMoments results.","prior_refs":["memory:eab3c475-f148-826f-a172-dd93250e3cb4","memory:08169b2c-fe10-867d-a3ef-e76a3373ee49"],"source_url":"https://tutor.humansand.ai/blog","source_urls":["https://tutor.humansand.ai/blog"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:humans-releases-tutor-a-tutoring-model-trained-against-02a024","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/humans-releases-tutor-a-tutoring-model-trained-against-02a024/","markdown":"https://newruntime.com/posts/humans-releases-tutor-a-tutoring-model-trained-against-02a024.md","json":"https://newruntime.com/posts/humans-releases-tutor-a-tutoring-model-trained-against-02a024.json"},"next_reads":[{"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"}]}