{"schema_version":"onlylabs.public_signal.v1","title":"InclusionAI (Ant Group) Repo: inclusionAI/ConceptEdit","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/3d7d5e6f-e28e-4be3-ba5c-0cce6e9ebe1d","json_url":"https://onlylabs.fyi/signals/3d7d5e6f-e28e-4be3-ba5c-0cce6e9ebe1d/signal.json","generated_at":"2026-08-29T17:04:55.136Z","evidence_latest_fetched_at":"2026-08-18T07:02:17.672755+00:00","signal_first_seen_at":"2026-08-18T07:00:59.127991+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/3d7d5e6f-e28e-4be3-ba5c-0cce6e9ebe1d","signal_json":"https://onlylabs.fyi/signals/3d7d5e6f-e28e-4be3-ba5c-0cce6e9ebe1d/signal.json","source":"https://github.com/inclusionAI/ConceptEdit","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/ConceptEdit (Python). 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High-signal details: repo inclusionAI/ConceptEdit · language Python. 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/ConceptEdit","source_host":"github.com","occurred_at":"2026-08-17T07:22:08+00:00","first_seen_at":"2026-08-18T07:00:59.127991+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/ConceptEdit","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"34","source":"traction"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","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/ConceptEdit"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-08-18T07:02:17.672755+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3d7d5e6f-e28e-4be3-ba5c-0cce6e9ebe1d/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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Instruction │ Sample concepts from a input images ─▶│ Generation ├─▶ per-image JSON │ (VLM as author) │ (+VQA test set) └────────────────────┘ │ ▼ ┌────────────────────┐ │ 2. Image Edit │ Run FLUX with the │ with FLUX ├─▶ generated instruction └────────────────────┘ │ ▼ ┌────────────────────┐ │ 3. VQA Evaluator │ Score each edit, decide │ (VLM as judge) ├─▶ keep / discard / recaption └────────────────────┘ ``` Two variants are shipped side-by-side: | Variant | Per-image output | Use case | |--------|-------------------|--------| | **Single-concept** | one edit, one instruction | classic instruction-tuning data | | **Multi-concept** | 2–5 parallel edits bundled into one combined..."},"evidence_pages":[],"related_signals":[{"id":"d10503c8-efdc-49ce-8e0a-3e52971a7d9f","url":"https://onlylabs.fyi/signals/d10503c8-efdc-49ce-8e0a-3e52971a7d9f","source_url":"https://github.com/inclusionAI/LLaDA-Research","title":"inclusionAI/LLaDA-Research","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-08-20T09:29:27+00:00","first_seen_at":"2026-08-21T07:03:46.368274+00:00","date_source":"source"},{"id":"f7327a8f-c870-4443-b5c6-84a8fa0efdfa","url":"https://onlylabs.fyi/signals/f7327a8f-c870-4443-b5c6-84a8fa0efdfa","source_url":"https://github.com/inclusionAI/ling-cookbook","title":"inclusionAI/ling-cookbook","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-08-13T06:42:16+00:00","first_seen_at":"2026-08-16T07:03:27.854815+00:00","date_source":"source"},{"id":"d9862e41-8a59-4af0-afe3-edac517e86ea","url":"https://onlylabs.fyi/signals/d9862e41-8a59-4af0-afe3-edac517e86ea","source_url":"https://github.com/inclusionAI/PanelWise","title":"inclusionAI/PanelWise","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-07-23T11:05:07+00:00","first_seen_at":"2026-08-02T07:01:50.895099+00:00","date_source":"source"},{"id":"836f99b7-b388-47eb-8ea1-128bb69485f4","url":"https://onlylabs.fyi/signals/836f99b7-b388-47eb-8ea1-128bb69485f4","source_url":"https://github.com/inclusionAI/buildkit-service","title":"inclusionAI/buildkit-service","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-07-23T07:33:16+00:00","first_seen_at":"2026-07-28T07:01:01.002121+00:00","date_source":"source"},{"id":"1ef2d224-3143-49ab-8029-aab9d50f6a73","url":"https://onlylabs.fyi/signals/1ef2d224-3143-49ab-8029-aab9d50f6a73","source_url":"https://github.com/inclusionAI/vllm-ling-v3","title":"inclusionAI/vllm-ling-v3","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-07-13T02:53:58+00:00","first_seen_at":"2026-08-05T07:01:00.102638+00:00","date_source":"source"},{"id":"5e459153-f5f9-407c-a935-ca3d456341e1","url":"https://onlylabs.fyi/signals/5e459153-f5f9-407c-a935-ca3d456341e1","source_url":"https://github.com/inclusionAI/AKernel","title":"inclusionAI/AKernel","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"inclusionai","name":"InclusionAI (Ant Group)","category":"neolab"},"occurred_at":"2026-07-11T12:37:11+00:00","first_seen_at":"2026-07-23T07:01:01.553369+00:00","date_source":"source"}]}