{"schema_version":"onlylabs.public_signal.v1","title":"Arcee AI Fork: arcee-ai/entropix","description":"Arcee AI fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/c9ea6498-8bac-4851-97b3-b6b4c5750071","json_url":"https://onlylabs.fyi/signals/c9ea6498-8bac-4851-97b3-b6b4c5750071/signal.json","generated_at":"2026-06-11T03:01:57.476882+00:00","org":{"slug":"arcee","name":"Arcee AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/arcee","dossier_json_url":"https://onlylabs.fyi/labs/arcee/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c9ea6498-8bac-4851-97b3-b6b4c5750071","signal_json":"https://onlylabs.fyi/signals/c9ea6498-8bac-4851-97b3-b6b4c5750071/signal.json","source":"https://github.com/arcee-ai/entropix","lab_dossier":"https://onlylabs.fyi/labs/arcee","lab_dossier_json":"https://onlylabs.fyi/labs/arcee/dossier.json","analysis":"https://onlylabs.fyi/analysis/arcee","analysis_json":"https://onlylabs.fyi/analysis/arcee/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/arcee/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":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Arcee AI forked arcee-ai/entropix (forked from xjdr-alt/entropix). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo arcee-ai/entropix · parent xjdr-alt/entropix · Routine fork, minimal stars.. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/arcee-ai/entropix","source_host":"github.com","occurred_at":"2024-10-14T23:02:30+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source","context":"forked from xjdr-alt/entropix"},"context_markers":[{"label":"Lab","value":"Arcee AI","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"arcee-ai/entropix","source":"source"},{"label":"Parent","value":"xjdr-alt/entropix","source":"source"},{"label":"Stars","value":"3","source":"traction"},{"label":"Notability","value":"Routine fork, minimal stars.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"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/arcee-ai/entropix"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:01:57.476882+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c9ea6498-8bac-4851-97b3-b6b4c5750071/signal.json","dossier_json":"https://onlylabs.fyi/labs/arcee/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/arcee/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/arcee/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 6 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/c9ea6498-8bac-4851-97b3-b6b4c5750071/signal.json","required":true},{"label":"source","url":"https://github.com/arcee-ai/entropix","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/arcee/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/arcee/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","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 Arcee AI's fork signal \"arcee-ai/entropix\" for neolab strategy."},"semantic_triples":[{"subject":"Arcee AI","predicate":"forked","object":"arcee-ai/entropix","text":"Arcee AI forked arcee-ai/entropix."},{"subject":"arcee-ai/entropix","predicate":"is classified as","object":"fork signal","text":"arcee-ai/entropix is classified as fork signal."},{"subject":"arcee-ai/entropix","predicate":"belongs to","object":"forks desk","text":"arcee-ai/entropix belongs to forks desk."},{"subject":"arcee-ai/entropix","predicate":"has context","object":"forked from xjdr-alt/entropix","text":"arcee-ai/entropix has context forked from xjdr-alt/entropix."},{"subject":"arcee-ai/entropix","predicate":"has evidence coverage","object":"1 captured evidence page","text":"arcee-ai/entropix has evidence coverage 1 captured evidence page."},{"subject":"arcee-ai/entropix","predicate":"has captured page count","object":"1","text":"arcee-ai/entropix has captured page count 1."},{"subject":"arcee-ai/entropix","predicate":"has readable page count","object":"1","text":"arcee-ai/entropix has readable page count 1."},{"subject":"arcee-ai/entropix","predicate":"has related signal count","object":"6","text":"arcee-ai/entropix has related signal count 6."},{"subject":"arcee-ai/entropix","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"arcee-ai/entropix has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"arcee-ai/entropix","predicate":"has source host","object":"github.com","text":"arcee-ai/entropix has source host github.com."},{"subject":"arcee-ai/entropix","predicate":"has lab","object":"Arcee AI","text":"arcee-ai/entropix has lab Arcee AI."},{"subject":"arcee-ai/entropix","predicate":"has signal desk","object":"forks","text":"arcee-ai/entropix has signal desk forks."},{"subject":"arcee-ai/entropix","predicate":"has source host","object":"github.com","text":"arcee-ai/entropix has source host github.com."},{"subject":"arcee-ai/entropix","predicate":"has repository","object":"arcee-ai/entropix","text":"arcee-ai/entropix has repository arcee-ai/entropix."},{"subject":"arcee-ai/entropix","predicate":"has parent","object":"xjdr-alt/entropix","text":"arcee-ai/entropix has parent xjdr-alt/entropix."},{"subject":"arcee-ai/entropix","predicate":"has stars","object":"3","text":"arcee-ai/entropix has stars 3."},{"subject":"arcee-ai/entropix","predicate":"has notability","object":"Routine fork, minimal stars.","text":"arcee-ai/entropix has notability Routine fork, minimal stars.."},{"subject":"arcee-ai/entropix","predicate":"has watch term","object":"Eval methodology","text":"arcee-ai/entropix has watch term Eval methodology."}]},"intelligence":{"signal_desk":"forks","answer":"Arcee AI forked arcee-ai/entropix (forked from xjdr-alt/entropix). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo arcee-ai/entropix · parent xjdr-alt/entropix · Routine fork, minimal stars.. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Arcee AI","predicate":"forked","object":"arcee-ai/entropix","text":"Arcee AI forked arcee-ai/entropix."},{"subject":"arcee-ai/entropix","predicate":"is classified as","object":"fork signal","text":"arcee-ai/entropix is classified as fork signal."},{"subject":"arcee-ai/entropix","predicate":"belongs to","object":"forks desk","text":"arcee-ai/entropix belongs to forks desk."},{"subject":"arcee-ai/entropix","predicate":"has context","object":"forked from xjdr-alt/entropix","text":"arcee-ai/entropix has context forked from xjdr-alt/entropix."},{"subject":"arcee-ai/entropix","predicate":"has evidence coverage","object":"1 captured evidence page","text":"arcee-ai/entropix has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c9ea6498-8bac-4851-97b3-b6b4c5750071","url":"https://onlylabs.fyi/signals/c9ea6498-8bac-4851-97b3-b6b4c5750071","json_url":"https://onlylabs.fyi/signals/c9ea6498-8bac-4851-97b3-b6b4c5750071/signal.json","source_url":"https://github.com/arcee-ai/entropix","title":"arcee-ai/entropix","summary":"Arcee AI forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from xjdr-alt/entropix","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2024-10-14T23:02:30+00:00","first_seen_at":"2026-06-05T22:32:26.032324+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/arcee-ai/entropix"]},"facets":{"repo":"arcee-ai/entropix","parent":"xjdr-alt/entropix"},"traction":{"github_stars":3,"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/arcee-ai/entropix","final_url":"https://github.com/arcee-ai/entropix","title":"arcee-ai/entropix repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:01:57.476882+00:00","bytes":25810,"raw_path":"09abe54e152ae08b509df9832d5553d3aa5956d349a115905eb3496482becd5c.json","content_hash":"ac64788530c3081126e2aa9a2a27fd24d30353cfa209f2f1fc028986e260a13e","excerpt_chars":1200,"truncated":true,"excerpt":"arcee-ai/entropix Description: Entropy Based Sampling and Parallel CoT Decoding Language: TypeScript License: Apache-2.0 Stars: 3 Forks: 0 Open issues: 1 Created: 2024-10-14T23:02:30Z Pushed: 2024-12-17T03:13:19Z Default branch: main Fork: yes Parent repository: xjdr-alt/entropix Archived: no README: entropix Entropy Based Sampling and Parallel CoT Decoding The goal is to use entropy to make context aware sampling. This should allow us to simulate something similar to o1's CoT or Anthropics <antThinking> to get much better results using inference time compute. This project is a research project and a work in process. Its comprised of an inference stack, the sampler, and a UI (future). Please reach out to me on X if you have any question or concerns @_xjdr UPDATE !!!! Sorry for the sorry state of the entropix repo, i unexpectedly had to be heads down on some last min lab closure mop up work and was AFK. Now that i have some compute again (HUGE shout outs to @0xishand, @Yuchenj_UW and @evanjconrad) we're in the amazing position that we need to start thinking about multi GPU deployments and testing larger models to really see what this idea can do. However, most people wont use or..."},"evidence_pages":[{"url":"https://github.com/arcee-ai/entropix","final_url":"https://github.com/arcee-ai/entropix","title":"arcee-ai/entropix repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:01:57.476882+00:00","bytes":25810,"raw_path":"09abe54e152ae08b509df9832d5553d3aa5956d349a115905eb3496482becd5c.json","content_hash":"ac64788530c3081126e2aa9a2a27fd24d30353cfa209f2f1fc028986e260a13e","excerpt_chars":1200,"truncated":true,"excerpt":"arcee-ai/entropix Description: Entropy Based Sampling and Parallel CoT Decoding Language: TypeScript License: Apache-2.0 Stars: 3 Forks: 0 Open issues: 1 Created: 2024-10-14T23:02:30Z Pushed: 2024-12-17T03:13:19Z Default branch: main Fork: yes Parent repository: xjdr-alt/entropix Archived: no README: entropix Entropy Based Sampling and Parallel CoT Decoding The goal is to use entropy to make context aware sampling. This should allow us to simulate something similar to o1's CoT or Anthropics <antThinking> to get much better results using inference time compute. This project is a research project and a work in process. Its comprised of an inference stack, the sampler, and a UI (future). Please reach out to me on X if you have any question or concerns @_xjdr UPDATE !!!! Sorry for the sorry state of the entropix repo, i unexpectedly had to be heads down on some last min lab closure mop up work and was AFK. Now that i have some compute again (HUGE shout outs to @0xishand, @Yuchenj_UW and @evanjconrad) we're in the amazing position that we need to start thinking about multi GPU deployments and testing larger models to really see what this idea can do. However, most people wont use or..."}],"related_signals":[{"id":"8da333a0-40e4-4208-b8bb-5cdd92073433","url":"https://onlylabs.fyi/signals/8da333a0-40e4-4208-b8bb-5cdd92073433","source_url":"https://github.com/arcee-ai/prime-rl","title":"arcee-ai/prime-rl","context":"forked from PrimeIntellect-ai/prime-rl","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-11-11T00:08:20+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"89e50509-9779-4e1f-929c-37903ad8c974","url":"https://onlylabs.fyi/signals/89e50509-9779-4e1f-929c-37903ad8c974","source_url":"https://github.com/arcee-ai/transformers","title":"arcee-ai/transformers","context":"forked from huggingface/transformers","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-06-04T21:20:39+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"bd2889f5-890b-45f4-b741-f065c88d9627","url":"https://onlylabs.fyi/signals/bd2889f5-890b-45f4-b741-f065c88d9627","source_url":"https://github.com/arcee-ai/heyarcee-theme","title":"arcee-ai/heyarcee-theme","context":"forked from chralp/heyburrito-theme","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-03-06T21:15:10+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"b8e86094-a097-4dc9-b9d5-8ade56cc394e","url":"https://onlylabs.fyi/signals/b8e86094-a097-4dc9-b9d5-8ade56cc394e","source_url":"https://github.com/arcee-ai/heyarcee","title":"arcee-ai/heyarcee","context":"forked from chralp/heyburrito","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-03-06T21:10:14+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"739cdf1f-418d-457c-8c03-f211d133d002","url":"https://onlylabs.fyi/signals/739cdf1f-418d-457c-8c03-f211d133d002","source_url":"https://github.com/arcee-ai/pipelines","title":"arcee-ai/pipelines","context":"forked from open-webui/pipelines","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-02-17T16:02:04+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"},{"id":"f3e69798-2c5d-4ffe-b093-6fcccaf8ed63","url":"https://onlylabs.fyi/signals/f3e69798-2c5d-4ffe-b093-6fcccaf8ed63","source_url":"https://github.com/arcee-ai/token.js","title":"arcee-ai/token.js","context":"forked from token-js/token.js","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"arcee","name":"Arcee AI","category":"neolab"},"occurred_at":"2025-02-11T03:09:39+00:00","first_seen_at":"2026-06-05T22:32:26.032324+00:00","date_source":"source"}]}