{"schema_version":"onlylabs.public_signal.v1","title":"Meta AI (Llama) Model: meta-llama/Llama-4-Scout-17B-16E-Original","description":"Meta AI (Llama) model signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/9eaca9c8-1522-4c44-80d5-0f7ce6adfac3","json_url":"https://onlylabs.fyi/signals/9eaca9c8-1522-4c44-80d5-0f7ce6adfac3/signal.json","generated_at":"2026-06-11T02:51:04.801+00:00","org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/meta-ai","dossier_json_url":"https://onlylabs.fyi/labs/meta-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/9eaca9c8-1522-4c44-80d5-0f7ce6adfac3","signal_json":"https://onlylabs.fyi/signals/9eaca9c8-1522-4c44-80d5-0f7ce6adfac3/signal.json","source":"https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Original","lab_dossier":"https://onlylabs.fyi/labs/meta-ai","lab_dossier_json":"https://onlylabs.fyi/labs/meta-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/meta-ai","analysis_json":"https://onlylabs.fyi/analysis/meta-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/meta-ai/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Meta AI (Llama) published meta-llama/Llama-4-Scout-17B-16E-Original. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license other · 6 HF downloads · Llama 4 release is notable but extremely low traction (6 downloads). onlylabs links this event to 1 captured evidence page and 6 related model signals.","signal_desk":"releases","source_context":{"source_url":"https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Original","source_host":"huggingface.co","occurred_at":"2025-04-03T15:06:08+00:00","first_seen_at":"2026-06-06T01:49:31.118994+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Meta AI (Llama)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"huggingface.co","source":"source"},{"label":"License","value":"other","source":"model"},{"label":"Downloads","value":"6","source":"traction"},{"label":"Likes","value":"60","source":"traction"},{"label":"Notability","value":"Llama 4 release is notable but extremely low traction (6 downloads)","source":"signal"},{"label":"Watch term","value":"Model card","source":"model"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":0,"capture_methods":["failed"],"missing_page_urls":["https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Original/raw/main/README.md"],"failed_page_urls":["https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Original/raw/main/README.md"],"blocked_page_urls":[],"page_urls":["https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Original/raw/main/README.md"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:51:04.801+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9eaca9c8-1522-4c44-80d5-0f7ce6adfac3/signal.json","dossier_json":"https://onlylabs.fyi/labs/meta-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/meta-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/meta-ai/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What shipped in this model artifact, and what evidence describes its capability, license, or traction?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related model signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/9eaca9c8-1522-4c44-80d5-0f7ce6adfac3/signal.json","required":true},{"label":"source","url":"https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Original","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/meta-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/meta-ai/evidence.json","required":false},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","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 Meta AI (Llama)'s model signal \"meta-llama/Llama-4-Scout-17B-16E-Original\" for frontier lab strategy."},"semantic_triples":[{"subject":"Meta AI (Llama)","predicate":"published model","object":"meta-llama/Llama-4-Scout-17B-16E-Original","text":"Meta AI (Llama) published model meta-llama/Llama-4-Scout-17B-16E-Original."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"is classified as","object":"model signal","text":"meta-llama/Llama-4-Scout-17B-16E-Original is classified as model signal."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"belongs to","object":"releases desk","text":"meta-llama/Llama-4-Scout-17B-16E-Original belongs to releases desk."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meta-llama/Llama-4-Scout-17B-16E-Original has evidence coverage 1 captured evidence page."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"has captured page count","object":"1","text":"meta-llama/Llama-4-Scout-17B-16E-Original has captured page count 1."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"has readable page count","object":"0","text":"meta-llama/Llama-4-Scout-17B-16E-Original has readable page count 0."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"has related signal count","object":"6","text":"meta-llama/Llama-4-Scout-17B-16E-Original has related signal count 6."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"meta-llama/Llama-4-Scout-17B-16E-Original has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"has source host","object":"huggingface.co","text":"meta-llama/Llama-4-Scout-17B-16E-Original has source host huggingface.co."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"has lab","object":"Meta AI (Llama)","text":"meta-llama/Llama-4-Scout-17B-16E-Original has lab Meta AI (Llama)."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"has signal desk","object":"releases","text":"meta-llama/Llama-4-Scout-17B-16E-Original has signal desk releases."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"has source host","object":"huggingface.co","text":"meta-llama/Llama-4-Scout-17B-16E-Original has source host huggingface.co."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"has license","object":"other","text":"meta-llama/Llama-4-Scout-17B-16E-Original has license other."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"has downloads","object":"6","text":"meta-llama/Llama-4-Scout-17B-16E-Original has downloads 6."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"has likes","object":"60","text":"meta-llama/Llama-4-Scout-17B-16E-Original has likes 60."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"has notability","object":"Llama 4 release is notable but extremely low traction (6 downloads)","text":"meta-llama/Llama-4-Scout-17B-16E-Original has notability Llama 4 release is notable but extremely low traction (6 downloads)."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"has watch term","object":"Model card","text":"meta-llama/Llama-4-Scout-17B-16E-Original has watch term Model card."}]},"intelligence":{"signal_desk":"releases","answer":"Meta AI (Llama) published meta-llama/Llama-4-Scout-17B-16E-Original. This model signal is evidence of what shipped on model infrastructure and how the release is positioned. High-signal details: license other · 6 HF downloads · Llama 4 release is notable but extremely low traction (6 downloads). onlylabs links this event to 1 captured evidence page and 6 related model signals.","semantic_triples":[{"subject":"Meta AI (Llama)","predicate":"published model","object":"meta-llama/Llama-4-Scout-17B-16E-Original","text":"Meta AI (Llama) published model meta-llama/Llama-4-Scout-17B-16E-Original."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"is classified as","object":"model signal","text":"meta-llama/Llama-4-Scout-17B-16E-Original is classified as model signal."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"belongs to","object":"releases desk","text":"meta-llama/Llama-4-Scout-17B-16E-Original belongs to releases desk."},{"subject":"meta-llama/Llama-4-Scout-17B-16E-Original","predicate":"has evidence coverage","object":"1 captured evidence page","text":"meta-llama/Llama-4-Scout-17B-16E-Original has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9eaca9c8-1522-4c44-80d5-0f7ce6adfac3","url":"https://onlylabs.fyi/signals/9eaca9c8-1522-4c44-80d5-0f7ce6adfac3","json_url":"https://onlylabs.fyi/signals/9eaca9c8-1522-4c44-80d5-0f7ce6adfac3/signal.json","source_url":"https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Original","title":"meta-llama/Llama-4-Scout-17B-16E-Original","summary":"Meta AI (Llama) published a model signal. onlylabs watches model cards, launch context, and traction.","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab"},"occurred_at":"2025-04-03T15:06:08+00:00","first_seen_at":"2026-06-06T01:49:31.118994+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":0,"capture_methods":["failed"],"missing_page_urls":["https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Original/raw/main/README.md"],"failed_page_urls":["https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Original/raw/main/README.md"],"blocked_page_urls":[],"page_urls":["https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Original/raw/main/README.md"]},"facets":{"license":"other"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":6,"hf_likes":60},"data_radar":null},"primary_evidence_page":{"url":"https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Original/raw/main/README.md","final_url":"https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Original/raw/main/README.md","title":"meta-llama/Llama-4-Scout-17B-16E-Original model card","http_status":401,"content_type":null,"capture_method":"failed","fetched_at":"2026-06-11T02:51:04.801+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":false,"excerpt":null},"evidence_pages":[{"url":"https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Original/raw/main/README.md","final_url":"https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Original/raw/main/README.md","title":"meta-llama/Llama-4-Scout-17B-16E-Original model card","http_status":401,"content_type":null,"capture_method":"failed","fetched_at":"2026-06-11T02:51:04.801+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":false,"excerpt":null}],"related_signals":[{"id":"319817b9-00a9-4360-8193-2b1d31e7dfc5","url":"https://onlylabs.fyi/signals/319817b9-00a9-4360-8193-2b1d31e7dfc5","source_url":"https://huggingface.co/meta-llama/Llama-Prompt-Guard-2-86M","title":"meta-llama/Llama-Prompt-Guard-2-86M","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab"},"occurred_at":"2025-04-28T07:16:35+00:00","first_seen_at":"2026-06-06T01:49:31.118994+00:00","date_source":"source"},{"id":"de317578-151a-490a-ba5c-d45a367de8eb","url":"https://onlylabs.fyi/signals/de317578-151a-490a-ba5c-d45a367de8eb","source_url":"https://huggingface.co/meta-llama/Llama-Prompt-Guard-2-22M","title":"meta-llama/Llama-Prompt-Guard-2-22M","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab"},"occurred_at":"2025-04-28T07:15:58+00:00","first_seen_at":"2026-06-06T01:49:31.118994+00:00","date_source":"source"},{"id":"052f291b-b2da-4e38-a912-3015a9fc0c76","url":"https://onlylabs.fyi/signals/052f291b-b2da-4e38-a912-3015a9fc0c76","source_url":"https://huggingface.co/meta-llama/Llama-Guard-4-12B","title":"meta-llama/Llama-Guard-4-12B","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab"},"occurred_at":"2025-04-23T11:30:25+00:00","first_seen_at":"2026-06-06T01:49:31.118994+00:00","date_source":"source"},{"id":"f6c9992d-41e0-4f61-a843-2d226e86269a","url":"https://onlylabs.fyi/signals/f6c9992d-41e0-4f61-a843-2d226e86269a","source_url":"https://huggingface.co/meta-llama/Llama-4-Maverick-17B-128E-Instruct-Original","title":"meta-llama/Llama-4-Maverick-17B-128E-Instruct-Original","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab"},"occurred_at":"2025-04-04T08:02:25+00:00","first_seen_at":"2026-06-06T01:49:31.118994+00:00","date_source":"source"},{"id":"fa3b138d-e1df-4825-b091-4dcb53d62844","url":"https://onlylabs.fyi/signals/fa3b138d-e1df-4825-b091-4dcb53d62844","source_url":"https://huggingface.co/meta-llama/Llama-4-Maverick-17B-128E-Original","title":"meta-llama/Llama-4-Maverick-17B-128E-Original","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab"},"occurred_at":"2025-04-03T15:51:13+00:00","first_seen_at":"2026-06-06T01:49:31.118994+00:00","date_source":"source"},{"id":"b653c07f-b83e-44f9-85c0-989ead1c4f7a","url":"https://onlylabs.fyi/signals/b653c07f-b83e-44f9-85c0-989ead1c4f7a","source_url":"https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Instruct-Original","title":"meta-llama/Llama-4-Scout-17B-16E-Instruct-Original","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"meta-ai","name":"Meta AI (Llama)","category":"frontier-lab"},"occurred_at":"2025-04-03T15:39:52+00:00","first_seen_at":"2026-06-06T01:49:31.118994+00:00","date_source":"source"}]}