{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Repo: inclusionAI/HeartBench","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/e15685cb-c4c9-45b2-8f90-546aca4fecd0","json_url":"https://onlylabs.fyi/signals/e15685cb-c4c9-45b2-8f90-546aca4fecd0/signal.json","generated_at":"2026-06-11T03:03:13.58007+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/e15685cb-c4c9-45b2-8f90-546aca4fecd0","signal_json":"https://onlylabs.fyi/signals/e15685cb-c4c9-45b2-8f90-546aca4fecd0/signal.json","source":"https://github.com/inclusionAI/HeartBench","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/HeartBench (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo inclusionAI/HeartBench · language Python · New repo, low stars, not notable.. 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/HeartBench","source_host":"github.com","occurred_at":"2025-12-19T06:35:11+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source","context":"Python"},"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/HeartBench","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"47","source":"traction"},{"label":"Notability","value":"New repo, low stars, not notable.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","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/HeartBench"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:03:13.58007+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e15685cb-c4c9-45b2-8f90-546aca4fecd0/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; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/e15685cb-c4c9-45b2-8f90-546aca4fecd0/signal.json","required":true},{"label":"source","url":"https://github.com/inclusionAI/HeartBench","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/inclusionai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/inclusionai/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze InclusionAI (Ant Group)'s repo signal \"inclusionAI/HeartBench\" for neolab strategy."},"semantic_triples":[{"subject":"InclusionAI (Ant Group)","predicate":"published repo","object":"inclusionAI/HeartBench","text":"InclusionAI (Ant Group) published repo inclusionAI/HeartBench."},{"subject":"inclusionAI/HeartBench","predicate":"is classified as","object":"repo signal","text":"inclusionAI/HeartBench is classified as repo signal."},{"subject":"inclusionAI/HeartBench","predicate":"belongs to","object":"repos desk","text":"inclusionAI/HeartBench belongs to repos desk."},{"subject":"inclusionAI/HeartBench","predicate":"has context","object":"Python","text":"inclusionAI/HeartBench has context Python."},{"subject":"inclusionAI/HeartBench","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/HeartBench has evidence coverage 1 captured evidence page."},{"subject":"inclusionAI/HeartBench","predicate":"has captured page count","object":"1","text":"inclusionAI/HeartBench has captured page count 1."},{"subject":"inclusionAI/HeartBench","predicate":"has readable page count","object":"1","text":"inclusionAI/HeartBench has readable page count 1."},{"subject":"inclusionAI/HeartBench","predicate":"has related signal count","object":"6","text":"inclusionAI/HeartBench has related signal count 6."},{"subject":"inclusionAI/HeartBench","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"inclusionAI/HeartBench has 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.."},{"subject":"inclusionAI/HeartBench","predicate":"has source host","object":"github.com","text":"inclusionAI/HeartBench has source host github.com."},{"subject":"inclusionAI/HeartBench","predicate":"has lab","object":"InclusionAI (Ant Group)","text":"inclusionAI/HeartBench has lab InclusionAI (Ant Group)."},{"subject":"inclusionAI/HeartBench","predicate":"has signal desk","object":"repos","text":"inclusionAI/HeartBench has signal desk repos."},{"subject":"inclusionAI/HeartBench","predicate":"has source host","object":"github.com","text":"inclusionAI/HeartBench has source host github.com."},{"subject":"inclusionAI/HeartBench","predicate":"has repository","object":"inclusionAI/HeartBench","text":"inclusionAI/HeartBench has repository inclusionAI/HeartBench."},{"subject":"inclusionAI/HeartBench","predicate":"has language","object":"Python","text":"inclusionAI/HeartBench has language Python."},{"subject":"inclusionAI/HeartBench","predicate":"has stars","object":"47","text":"inclusionAI/HeartBench has stars 47."},{"subject":"inclusionAI/HeartBench","predicate":"has notability","object":"New repo, low stars, not notable.","text":"inclusionAI/HeartBench has notability New repo, low stars, not notable.."},{"subject":"inclusionAI/HeartBench","predicate":"has watch term","object":"Eval methodology","text":"inclusionAI/HeartBench has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"InclusionAI (Ant Group) published inclusionAI/HeartBench (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo inclusionAI/HeartBench · language Python · New repo, low stars, not notable.. 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/HeartBench","text":"InclusionAI (Ant Group) published repo inclusionAI/HeartBench."},{"subject":"inclusionAI/HeartBench","predicate":"is classified as","object":"repo signal","text":"inclusionAI/HeartBench is classified as repo signal."},{"subject":"inclusionAI/HeartBench","predicate":"belongs to","object":"repos desk","text":"inclusionAI/HeartBench belongs to repos desk."},{"subject":"inclusionAI/HeartBench","predicate":"has context","object":"Python","text":"inclusionAI/HeartBench has context Python."},{"subject":"inclusionAI/HeartBench","predicate":"has evidence coverage","object":"1 captured evidence page","text":"inclusionAI/HeartBench has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e15685cb-c4c9-45b2-8f90-546aca4fecd0","url":"https://onlylabs.fyi/signals/e15685cb-c4c9-45b2-8f90-546aca4fecd0","json_url":"https://onlylabs.fyi/signals/e15685cb-c4c9-45b2-8f90-546aca4fecd0/signal.json","source_url":"https://github.com/inclusionAI/HeartBench","title":"inclusionAI/HeartBench","summary":"InclusionAI (Ant Group) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2025-12-19T06:35:11+00:00","first_seen_at":"2026-06-05T22:32:24.915565+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/HeartBench"]},"facets":{"repo":"inclusionAI/HeartBench","language":"Python"},"traction":{"github_stars":47,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/inclusionAI/HeartBench","final_url":"https://github.com/inclusionAI/HeartBench","title":"inclusionAI/HeartBench repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:03:13.58007+00:00","bytes":18013,"raw_path":"79edc27c469335fa8ffcd0007e11050039ce71654ef54b1cfca9c39252ca910a.json","content_hash":"8b901401733a9638ad9e0f7a61cb82dd4162593f37f82c75df0ed319b4c6a708","excerpt_chars":1200,"truncated":true,"excerpt":"inclusionAI/HeartBench Description: HeartBench is an evaluation benchmark for the psychological and social sciences field, designed to transcend traditional knowledge and reasoning assessments. It focuses on measuring large language models' (LLMs) anthropomorphic capabilities in human-computer interactions, covering dimensions such as personality, emotion, social skills, and ethics. Language: Python License: Apache-2.0 Stars: 47 Forks: 3 Open issues: 2 Created: 2025-12-19T06:35:11Z Pushed: 2026-01-07T02:53:56Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <h1 style=\"margin:16px 0 8px;\">HeartBench: Probing Core Dimensions of Anthropomorphic Intelligence in LLMs</h1> </div> <div align=\"center\"> [![License: Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-green.svg)](https://opensource.org/licenses/Apache-2.0) [![Technical Report](https://img.shields.io/badge/Technical%20Report-arXiv-b31b1b.svg)](https://arxiv.org/abs/2512.21849) </div> --- 🎯 Introduction HeartBench is an evaluation benchmark for the psychological and social sciences field, designed to transcend traditional knowledge and reasoning assessments. It focuses on measuring large..."},"evidence_pages":[{"url":"https://github.com/inclusionAI/HeartBench","final_url":"https://github.com/inclusionAI/HeartBench","title":"inclusionAI/HeartBench repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:03:13.58007+00:00","bytes":18013,"raw_path":"79edc27c469335fa8ffcd0007e11050039ce71654ef54b1cfca9c39252ca910a.json","content_hash":"8b901401733a9638ad9e0f7a61cb82dd4162593f37f82c75df0ed319b4c6a708","excerpt_chars":1200,"truncated":true,"excerpt":"inclusionAI/HeartBench Description: HeartBench is an evaluation benchmark for the psychological and social sciences field, designed to transcend traditional knowledge and reasoning assessments. It focuses on measuring large language models' (LLMs) anthropomorphic capabilities in human-computer interactions, covering dimensions such as personality, emotion, social skills, and ethics. Language: Python License: Apache-2.0 Stars: 47 Forks: 3 Open issues: 2 Created: 2025-12-19T06:35:11Z Pushed: 2026-01-07T02:53:56Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <h1 style=\"margin:16px 0 8px;\">HeartBench: Probing Core Dimensions of Anthropomorphic Intelligence in LLMs</h1> </div> <div align=\"center\"> [![License: Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-green.svg)](https://opensource.org/licenses/Apache-2.0) [![Technical Report](https://img.shields.io/badge/Technical%20Report-arXiv-b31b1b.svg)](https://arxiv.org/abs/2512.21849) </div> --- 🎯 Introduction HeartBench is an evaluation benchmark for the psychological and social sciences field, designed to transcend traditional knowledge and reasoning assessments. It focuses on measuring large..."}],"related_signals":[{"id":"275d30a7-26c0-4331-8e3b-fcc34b6af9ef","url":"https://onlylabs.fyi/signals/275d30a7-26c0-4331-8e3b-fcc34b6af9ef","source_url":"https://github.com/inclusionAI/ARGenSeg","title":"inclusionAI/ARGenSeg","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-05-14T15:36:42+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"1817732d-ce18-4e4f-a139-c3fb5e507a49","url":"https://onlylabs.fyi/signals/1817732d-ce18-4e4f-a139-c3fb5e507a49","source_url":"https://github.com/inclusionAI/DR-Venus","title":"inclusionAI/DR-Venus","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-20T09:31:31+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"9a21494b-5ba2-424e-87c9-16abaf1356a3","url":"https://onlylabs.fyi/signals/9a21494b-5ba2-424e-87c9-16abaf1356a3","source_url":"https://github.com/inclusionAI/LLaDA2.0-Uni","title":"inclusionAI/LLaDA2.0-Uni","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-17T08:48:24+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"de8b40c9-261c-48b6-a3c5-5012b2eb971b","url":"https://onlylabs.fyi/signals/de8b40c9-261c-48b6-a3c5-5012b2eb971b","source_url":"https://github.com/inclusionAI/TC-AE","title":"inclusionAI/TC-AE","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-07T09:26:43+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"f4b1629a-a734-48e8-be6b-7f9e4b5525b6","url":"https://onlylabs.fyi/signals/f4b1629a-a734-48e8-be6b-7f9e4b5525b6","source_url":"https://github.com/inclusionAI/cuLA","title":"inclusionAI/cuLA","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-04-02T07:05:32+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"},{"id":"42164c78-e9e2-4639-b3d1-59d6b3e133e4","url":"https://onlylabs.fyi/signals/42164c78-e9e2-4639-b3d1-59d6b3e133e4","source_url":"https://github.com/inclusionAI/Zooming-without-Zooming","title":"inclusionAI/Zooming-without-Zooming","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-02-12T08:14:14+00:00","first_seen_at":"2026-06-05T22:32:24.915565+00:00","date_source":"source"}]}