{"schema_version":"onlylabs.public_signal.v1","title":"Fireworks AI Fork: fw-ai/kaldi","description":"Fireworks AI fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/39d882c8-ddfc-4360-8ae6-bf3333e32b70","json_url":"https://onlylabs.fyi/signals/39d882c8-ddfc-4360-8ae6-bf3333e32b70/signal.json","generated_at":"2026-06-11T03:01:58.374056+00:00","org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/fireworks-ai","dossier_json_url":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/39d882c8-ddfc-4360-8ae6-bf3333e32b70","signal_json":"https://onlylabs.fyi/signals/39d882c8-ddfc-4360-8ae6-bf3333e32b70/signal.json","source":"https://github.com/fw-ai/kaldi","lab_dossier":"https://onlylabs.fyi/labs/fireworks-ai","lab_dossier_json":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/fireworks-ai","analysis_json":"https://onlylabs.fyi/analysis/fireworks-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/fireworks-ai/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Fireworks AI forked fw-ai/kaldi (forked from kaldi-asr/kaldi). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo fw-ai/kaldi · parent kaldi-asr/kaldi · Routine fork of existing repo. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/fw-ai/kaldi","source_host":"github.com","occurred_at":"2024-10-07T01:08:21+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source","context":"forked from kaldi-asr/kaldi"},"context_markers":[{"label":"Lab","value":"Fireworks AI","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"fw-ai/kaldi","source":"source"},{"label":"Parent","value":"kaldi-asr/kaldi","source":"source"},{"label":"Notability","value":"Routine fork of existing repo","source":"signal"},{"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/fw-ai/kaldi"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:01:58.374056+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/39d882c8-ddfc-4360-8ae6-bf3333e32b70/signal.json","dossier_json":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/fireworks-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/fireworks-ai/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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/39d882c8-ddfc-4360-8ae6-bf3333e32b70/signal.json","required":true},{"label":"source","url":"https://github.com/fw-ai/kaldi","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/fireworks-ai/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neocloud","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 Fireworks AI's fork signal \"fw-ai/kaldi\" for neocloud strategy."},"semantic_triples":[{"subject":"Fireworks AI","predicate":"forked","object":"fw-ai/kaldi","text":"Fireworks AI forked fw-ai/kaldi."},{"subject":"fw-ai/kaldi","predicate":"is classified as","object":"fork signal","text":"fw-ai/kaldi is classified as fork signal."},{"subject":"fw-ai/kaldi","predicate":"belongs to","object":"forks desk","text":"fw-ai/kaldi belongs to forks desk."},{"subject":"fw-ai/kaldi","predicate":"has context","object":"forked from kaldi-asr/kaldi","text":"fw-ai/kaldi has context forked from kaldi-asr/kaldi."},{"subject":"fw-ai/kaldi","predicate":"has evidence coverage","object":"1 captured evidence page","text":"fw-ai/kaldi has evidence coverage 1 captured evidence page."},{"subject":"fw-ai/kaldi","predicate":"has captured page count","object":"1","text":"fw-ai/kaldi has captured page count 1."},{"subject":"fw-ai/kaldi","predicate":"has readable page count","object":"1","text":"fw-ai/kaldi has readable page count 1."},{"subject":"fw-ai/kaldi","predicate":"has related signal count","object":"6","text":"fw-ai/kaldi has related signal count 6."},{"subject":"fw-ai/kaldi","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":"fw-ai/kaldi 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":"fw-ai/kaldi","predicate":"has source host","object":"github.com","text":"fw-ai/kaldi has source host github.com."},{"subject":"fw-ai/kaldi","predicate":"has lab","object":"Fireworks AI","text":"fw-ai/kaldi has lab Fireworks AI."},{"subject":"fw-ai/kaldi","predicate":"has signal desk","object":"forks","text":"fw-ai/kaldi has signal desk forks."},{"subject":"fw-ai/kaldi","predicate":"has source host","object":"github.com","text":"fw-ai/kaldi has source host github.com."},{"subject":"fw-ai/kaldi","predicate":"has repository","object":"fw-ai/kaldi","text":"fw-ai/kaldi has repository fw-ai/kaldi."},{"subject":"fw-ai/kaldi","predicate":"has parent","object":"kaldi-asr/kaldi","text":"fw-ai/kaldi has parent kaldi-asr/kaldi."},{"subject":"fw-ai/kaldi","predicate":"has notability","object":"Routine fork of existing repo","text":"fw-ai/kaldi has notability Routine fork of existing repo."},{"subject":"fw-ai/kaldi","predicate":"has watch term","object":"Infrastructure","text":"fw-ai/kaldi has watch term Infrastructure."}]},"intelligence":{"signal_desk":"forks","answer":"Fireworks AI forked fw-ai/kaldi (forked from kaldi-asr/kaldi). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo fw-ai/kaldi · parent kaldi-asr/kaldi · Routine fork of existing repo. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Fireworks AI","predicate":"forked","object":"fw-ai/kaldi","text":"Fireworks AI forked fw-ai/kaldi."},{"subject":"fw-ai/kaldi","predicate":"is classified as","object":"fork signal","text":"fw-ai/kaldi is classified as fork signal."},{"subject":"fw-ai/kaldi","predicate":"belongs to","object":"forks desk","text":"fw-ai/kaldi belongs to forks desk."},{"subject":"fw-ai/kaldi","predicate":"has context","object":"forked from kaldi-asr/kaldi","text":"fw-ai/kaldi has context forked from kaldi-asr/kaldi."},{"subject":"fw-ai/kaldi","predicate":"has evidence coverage","object":"1 captured evidence page","text":"fw-ai/kaldi has evidence coverage 1 captured evidence page."}]},"signal":{"id":"39d882c8-ddfc-4360-8ae6-bf3333e32b70","url":"https://onlylabs.fyi/signals/39d882c8-ddfc-4360-8ae6-bf3333e32b70","json_url":"https://onlylabs.fyi/signals/39d882c8-ddfc-4360-8ae6-bf3333e32b70/signal.json","source_url":"https://github.com/fw-ai/kaldi","title":"fw-ai/kaldi","summary":"Fireworks AI forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from kaldi-asr/kaldi","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2024-10-07T01:08:21+00:00","first_seen_at":"2026-06-05T22:32:07.992054+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/fw-ai/kaldi"]},"facets":{"repo":"fw-ai/kaldi","parent":"kaldi-asr/kaldi"},"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":{"url":"https://github.com/fw-ai/kaldi","final_url":"https://github.com/fw-ai/kaldi","title":"fw-ai/kaldi repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:01:58.374056+00:00","bytes":22829,"raw_path":"b54144ce88c26bb74a46a79f7bbd36e9d0169bbc4ede998ce1ba61b2c6f8bc41.json","content_hash":"6743812b4d0b3e32ab123576bb3595952cb1e18f46450a437556041e135749ca","excerpt_chars":1200,"truncated":true,"excerpt":"fw-ai/kaldi Description: kaldi-asr/kaldi is the official location of the Kaldi project. Language: Shell License: NOASSERTION Stars: 0 Forks: 0 Open issues: 0 Created: 2024-10-07T01:08:21Z Pushed: 2024-10-07T17:48:11Z Default branch: master Fork: yes Parent repository: kaldi-asr/kaldi Archived: no README: [![Build Status](https://travis-ci.com/kaldi-asr/kaldi.svg?branch=master)](https://travis-ci.com/kaldi-asr/kaldi) [![Gitpod Ready-to-Code](https://img.shields.io/badge/Gitpod-Ready--to--Code-blue?logo=gitpod)](https://gitpod.io/#https://github.com/kaldi-asr/kaldi) Kaldi Speech Recognition Toolkit ================================ To build the toolkit: see `./INSTALL`. These instructions are valid for UNIX systems including various flavors of Linux; Darwin; and Cygwin (has not been tested on more \"exotic\" varieties of UNIX). For Windows installation instructions (excluding Cygwin), see `windows/INSTALL`. To run the example system builds, see `egs/README.txt` If you encounter problems (and you probably will), please do not hesitate to contact the developers (see below). In addition to specific questions, please let us know if there are specific aspects of the project that you feel..."},"evidence_pages":[{"url":"https://github.com/fw-ai/kaldi","final_url":"https://github.com/fw-ai/kaldi","title":"fw-ai/kaldi repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:01:58.374056+00:00","bytes":22829,"raw_path":"b54144ce88c26bb74a46a79f7bbd36e9d0169bbc4ede998ce1ba61b2c6f8bc41.json","content_hash":"6743812b4d0b3e32ab123576bb3595952cb1e18f46450a437556041e135749ca","excerpt_chars":1200,"truncated":true,"excerpt":"fw-ai/kaldi Description: kaldi-asr/kaldi is the official location of the Kaldi project. Language: Shell License: NOASSERTION Stars: 0 Forks: 0 Open issues: 0 Created: 2024-10-07T01:08:21Z Pushed: 2024-10-07T17:48:11Z Default branch: master Fork: yes Parent repository: kaldi-asr/kaldi Archived: no README: [![Build Status](https://travis-ci.com/kaldi-asr/kaldi.svg?branch=master)](https://travis-ci.com/kaldi-asr/kaldi) [![Gitpod Ready-to-Code](https://img.shields.io/badge/Gitpod-Ready--to--Code-blue?logo=gitpod)](https://gitpod.io/#https://github.com/kaldi-asr/kaldi) Kaldi Speech Recognition Toolkit ================================ To build the toolkit: see `./INSTALL`. These instructions are valid for UNIX systems including various flavors of Linux; Darwin; and Cygwin (has not been tested on more \"exotic\" varieties of UNIX). For Windows installation instructions (excluding Cygwin), see `windows/INSTALL`. To run the example system builds, see `egs/README.txt` If you encounter problems (and you probably will), please do not hesitate to contact the developers (see below). In addition to specific questions, please let us know if there are specific aspects of the project that you feel..."}],"related_signals":[{"id":"322fcebd-97f6-4e75-a3d6-097d673c0dc4","url":"https://onlylabs.fyi/signals/322fcebd-97f6-4e75-a3d6-097d673c0dc4","source_url":"https://github.com/fw-ai/safetensors","title":"fw-ai/safetensors","context":"forked from safetensors/safetensors","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-06-02T23:45:45+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source"},{"id":"d2d8dd75-c212-408b-9201-c07833f17f5b","url":"https://onlylabs.fyi/signals/d2d8dd75-c212-408b-9201-c07833f17f5b","source_url":"https://github.com/fw-ai/triton","title":"fw-ai/triton","context":"forked from triton-lang/triton","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-03-17T23:07:43+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source"},{"id":"f4f15245-e148-44e1-a2ce-d9bb30affcb2","url":"https://onlylabs.fyi/signals/f4f15245-e148-44e1-a2ce-d9bb30affcb2","source_url":"https://github.com/fw-ai/nixl","title":"fw-ai/nixl","context":"forked from ai-dynamo/nixl","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-01-09T21:55:48+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source"},{"id":"375b5e8d-aceb-4979-946a-fe37d093240a","url":"https://onlylabs.fyi/signals/375b5e8d-aceb-4979-946a-fe37d093240a","source_url":"https://github.com/fw-ai/DeepEP","title":"fw-ai/DeepEP","context":"forked from deepseek-ai/DeepEP","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2025-06-06T21:48:44+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source"},{"id":"eab92735-6df1-4fcf-9210-8e9e5860489a","url":"https://onlylabs.fyi/signals/eab92735-6df1-4fcf-9210-8e9e5860489a","source_url":"https://github.com/fw-ai/cutlass","title":"fw-ai/cutlass","context":"forked from NVIDIA/cutlass","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2024-09-09T17:47:04+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source"},{"id":"9c23b8f8-e9ed-45ad-b3bb-247a7f1533f8","url":"https://onlylabs.fyi/signals/9c23b8f8-e9ed-45ad-b3bb-247a7f1533f8","source_url":"https://github.com/fw-ai/alpaca_eval","title":"fw-ai/alpaca_eval","context":"forked from tatsu-lab/alpaca_eval","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2024-07-26T16:11:21+00:00","first_seen_at":"2026-06-05T22:32:07.992054+00:00","date_source":"source"}]}