{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Repo: inclusionAI/ubtree","description":"InclusionAI (Ant Group) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/9617a007-b612-4560-8297-1b1db634b0f7","json_url":"https://onlylabs.fyi/signals/9617a007-b612-4560-8297-1b1db634b0f7/signal.json","generated_at":"2026-10-30T17:46:30.927Z","evidence_latest_fetched_at":"2026-10-29T07:04:19.294396+00:00","signal_first_seen_at":"2026-10-29T07:01:05.378872+00:00","org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/inclusionai","dossier_json_url":"https://onlylabs.fyi/labs/inclusionai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/9617a007-b612-4560-8297-1b1db634b0f7","signal_json":"https://onlylabs.fyi/signals/9617a007-b612-4560-8297-1b1db634b0f7/signal.json","source":"https://github.com/inclusionAI/ubtree","lab_dossier":"https://onlylabs.fyi/labs/inclusionai","lab_dossier_json":"https://onlylabs.fyi/labs/inclusionai/dossier.json","analysis":"https://onlylabs.fyi/analysis/inclusionai","analysis_json":"https://onlylabs.fyi/analysis/inclusionai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inclusionai/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"InclusionAI (Ant Group) published inclusionAI/ubtree (JavaScript). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo inclusionAI/ubtree · language JavaScript. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/inclusionAI/ubtree","source_host":"github.com","occurred_at":"2026-10-28T07:48:11+00:00","first_seen_at":"2026-10-29T07:01:05.378872+00:00","date_source":"source","context":"JavaScript"},"context_markers":[{"label":"Lab","value":"InclusionAI (Ant Group)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"inclusionAI/ubtree","source":"source"},{"label":"Language","value":"JavaScript","source":"source"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Infrastructure","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/inclusionAI/ubtree"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-29T07:04:19.294396+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9617a007-b612-4560-8297-1b1db634b0f7/signal.json","dossier_json":"https://onlylabs.fyi/labs/inclusionai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/inclusionai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inclusionai/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo inclusionAI/ubtree · language JavaScript. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"published repo","object":"inclusionAI/ubtree","text":"InclusionAI (Ant Group) published repo inclusionAI/ubtree."},{"subject":"inclusionAI/ubtree","predicate":"is classified as","object":"repo signal","text":"inclusionAI/ubtree is classified as repo signal."},{"subject":"inclusionAI/ubtree","predicate":"belongs to","object":"repos desk","text":"inclusionAI/ubtree belongs to repos desk."},{"subject":"inclusionAI/ubtree","predicate":"has context","object":"JavaScript","text":"inclusionAI/ubtree has context JavaScript."},{"subject":"inclusionAI/ubtree","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/ubtree has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9617a007-b612-4560-8297-1b1db634b0f7","url":"https://onlylabs.fyi/signals/9617a007-b612-4560-8297-1b1db634b0f7","json_url":"https://onlylabs.fyi/signals/9617a007-b612-4560-8297-1b1db634b0f7/signal.json","source_url":"https://github.com/inclusionAI/ubtree","title":"inclusionAI/ubtree","summary":"InclusionAI (Ant Group) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-10-28T07:48:11+00:00","first_seen_at":"2026-10-29T07:01:05.378872+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/inclusionAI/ubtree"]},"facets":{"repo":"inclusionAI/ubtree","language":"JavaScript"},"traction":{"github_stars":0,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/inclusionAI/ubtree","final_url":"https://github.com/inclusionAI/ubtree","title":"inclusionAI/ubtree repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-29T07:04:19.294396+00:00","bytes":10490,"raw_path":"55a63d92ee514bfab9b59a80c98529fc7786e20511802b1950d16a077f30db5f.json","content_hash":"51aba1c1f9667ea6ed9111a4440e66b218c6baeeacdf549fed039e3582c7a6b8","excerpt_chars":1200,"truncated":true,"excerpt":"inclusionAI/ubtree Language: JavaScript Stars: 0 Forks: 0 Open issues: 0 Created: 2026-10-28T07:48:11Z Pushed: 2026-10-29T05:49:12Z Default branch: main Fork: no Archived: no README: UBTree project page Project page for **UBTree: Parallel Tree Drafting via Unigram and Bigram Models for Speculative Decoding** ([arXiv:2609.39972](https://arxiv.org/abs/2609.39972)). The site is plain HTML/CSS/JS with no build step, served by GitHub Pages from the `main` branch root. Preview locally ```bash python3 -m http.server 8000 open http://localhost:8000 ``` Layout ``` index.html page content and all prose static/css/style.css design tokens (light/dark) and components static/js/data.js every number shown in charts and tables static/js/main.js draft-tree walkthrough, charts, tabs, copy buttons static/img/ figures (rendered from the paper PDFs) and logo static/video/ Ling3 Tiny and Flash comparison videos ``` Demo videos Section 01 contains two full-width, vertically stacked videos: `static/video/ling3-tiny.mp4` and `static/video/ling3-flash.mp4`. Each contains AR, DFlash, DSpark and UBTree for the same target model. They autoplay muted and loop, with native playback and fullscreen controls. 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