{"schema_version":"onlylabs.public_signal.v1","title":"Baseten Repo: basetenlabs/HackMIT-2024","description":"Baseten repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/553bdee1-3465-438a-bac7-a46f5c57c1a0","json_url":"https://onlylabs.fyi/signals/553bdee1-3465-438a-bac7-a46f5c57c1a0/signal.json","generated_at":"2026-06-11T04:09:53.426429+00:00","org":{"slug":"baseten","name":"Baseten","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/baseten","dossier_json_url":"https://onlylabs.fyi/labs/baseten/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/553bdee1-3465-438a-bac7-a46f5c57c1a0","signal_json":"https://onlylabs.fyi/signals/553bdee1-3465-438a-bac7-a46f5c57c1a0/signal.json","source":"https://github.com/basetenlabs/HackMIT-2024","lab_dossier":"https://onlylabs.fyi/labs/baseten","lab_dossier_json":"https://onlylabs.fyi/labs/baseten/dossier.json","analysis":"https://onlylabs.fyi/analysis/baseten","analysis_json":"https://onlylabs.fyi/analysis/baseten/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baseten/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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Baseten published basetenlabs/HackMIT-2024 (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo basetenlabs/HackMIT-2024 · language Jupyter Notebook · Low stars, hackathon repo, trivial. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/basetenlabs/HackMIT-2024","source_host":"github.com","occurred_at":"2024-09-13T16:30:24+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source","context":"Jupyter Notebook"},"context_markers":[{"label":"Lab","value":"Baseten","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"basetenlabs/HackMIT-2024","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"2","source":"traction"},{"label":"Notability","value":"Low stars, hackathon repo, trivial","source":"signal"},{"label":"Watch term","value":"Model card","source":"model"},{"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/basetenlabs/HackMIT-2024"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:09:53.426429+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/553bdee1-3465-438a-bac7-a46f5c57c1a0/signal.json","dossier_json":"https://onlylabs.fyi/labs/baseten/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baseten/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baseten/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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/553bdee1-3465-438a-bac7-a46f5c57c1a0/signal.json","required":true},{"label":"source","url":"https://github.com/basetenlabs/HackMIT-2024","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baseten/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baseten/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 Baseten's repo signal \"basetenlabs/HackMIT-2024\" for neocloud strategy."},"semantic_triples":[{"subject":"Baseten","predicate":"published repo","object":"basetenlabs/HackMIT-2024","text":"Baseten published repo basetenlabs/HackMIT-2024."},{"subject":"basetenlabs/HackMIT-2024","predicate":"is classified as","object":"repo signal","text":"basetenlabs/HackMIT-2024 is classified as repo signal."},{"subject":"basetenlabs/HackMIT-2024","predicate":"belongs to","object":"repos desk","text":"basetenlabs/HackMIT-2024 belongs to repos desk."},{"subject":"basetenlabs/HackMIT-2024","predicate":"has context","object":"Jupyter Notebook","text":"basetenlabs/HackMIT-2024 has context Jupyter Notebook."},{"subject":"basetenlabs/HackMIT-2024","predicate":"has evidence coverage","object":"1 captured evidence page","text":"basetenlabs/HackMIT-2024 has evidence coverage 1 captured evidence page."},{"subject":"basetenlabs/HackMIT-2024","predicate":"has captured page count","object":"1","text":"basetenlabs/HackMIT-2024 has captured page count 1."},{"subject":"basetenlabs/HackMIT-2024","predicate":"has readable page count","object":"1","text":"basetenlabs/HackMIT-2024 has readable page count 1."},{"subject":"basetenlabs/HackMIT-2024","predicate":"has related signal count","object":"6","text":"basetenlabs/HackMIT-2024 has related signal count 6."},{"subject":"basetenlabs/HackMIT-2024","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":"basetenlabs/HackMIT-2024 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":"basetenlabs/HackMIT-2024","predicate":"has source host","object":"github.com","text":"basetenlabs/HackMIT-2024 has source host github.com."},{"subject":"basetenlabs/HackMIT-2024","predicate":"has lab","object":"Baseten","text":"basetenlabs/HackMIT-2024 has lab Baseten."},{"subject":"basetenlabs/HackMIT-2024","predicate":"has signal desk","object":"repos","text":"basetenlabs/HackMIT-2024 has signal desk repos."},{"subject":"basetenlabs/HackMIT-2024","predicate":"has source host","object":"github.com","text":"basetenlabs/HackMIT-2024 has source host github.com."},{"subject":"basetenlabs/HackMIT-2024","predicate":"has repository","object":"basetenlabs/HackMIT-2024","text":"basetenlabs/HackMIT-2024 has repository basetenlabs/HackMIT-2024."},{"subject":"basetenlabs/HackMIT-2024","predicate":"has language","object":"Jupyter Notebook","text":"basetenlabs/HackMIT-2024 has language Jupyter Notebook."},{"subject":"basetenlabs/HackMIT-2024","predicate":"has stars","object":"2","text":"basetenlabs/HackMIT-2024 has stars 2."},{"subject":"basetenlabs/HackMIT-2024","predicate":"has notability","object":"Low stars, hackathon repo, trivial","text":"basetenlabs/HackMIT-2024 has notability Low stars, hackathon repo, trivial."},{"subject":"basetenlabs/HackMIT-2024","predicate":"has watch term","object":"Model card","text":"basetenlabs/HackMIT-2024 has watch term Model card."}]},"intelligence":{"signal_desk":"repos","answer":"Baseten published basetenlabs/HackMIT-2024 (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo basetenlabs/HackMIT-2024 · language Jupyter Notebook · Low stars, hackathon repo, trivial. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Baseten","predicate":"published repo","object":"basetenlabs/HackMIT-2024","text":"Baseten published repo basetenlabs/HackMIT-2024."},{"subject":"basetenlabs/HackMIT-2024","predicate":"is classified as","object":"repo signal","text":"basetenlabs/HackMIT-2024 is classified as repo signal."},{"subject":"basetenlabs/HackMIT-2024","predicate":"belongs to","object":"repos desk","text":"basetenlabs/HackMIT-2024 belongs to repos desk."},{"subject":"basetenlabs/HackMIT-2024","predicate":"has context","object":"Jupyter Notebook","text":"basetenlabs/HackMIT-2024 has context Jupyter Notebook."},{"subject":"basetenlabs/HackMIT-2024","predicate":"has evidence coverage","object":"1 captured evidence page","text":"basetenlabs/HackMIT-2024 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"553bdee1-3465-438a-bac7-a46f5c57c1a0","url":"https://onlylabs.fyi/signals/553bdee1-3465-438a-bac7-a46f5c57c1a0","json_url":"https://onlylabs.fyi/signals/553bdee1-3465-438a-bac7-a46f5c57c1a0/signal.json","source_url":"https://github.com/basetenlabs/HackMIT-2024","title":"basetenlabs/HackMIT-2024","summary":"Baseten published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2024-09-13T16:30:24+00:00","first_seen_at":"2026-06-05T22:32:13.368432+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/basetenlabs/HackMIT-2024"]},"facets":{"repo":"basetenlabs/HackMIT-2024","language":"Jupyter Notebook"},"traction":{"github_stars":2,"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/basetenlabs/HackMIT-2024","final_url":"https://github.com/basetenlabs/HackMIT-2024","title":"basetenlabs/HackMIT-2024 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:53.426429+00:00","bytes":11081,"raw_path":"703418365eab48ff4f7720e35abfdea244d6563eb43bc6d77bff26ebcee6ce8e.json","content_hash":"6dc3e2b9ef1f7f9804988362c31900539206a08f64a42dcdd8d495bcc1a41a58","excerpt_chars":1200,"truncated":true,"excerpt":"basetenlabs/HackMIT-2024 Language: Jupyter Notebook Stars: 2 Forks: 1 Open issues: 0 Created: 2024-09-13T16:30:24Z Pushed: 2024-09-14T19:49:41Z Default branch: main Fork: no Archived: no README: HackMIT Baseten Info Hi Hackers! We're super excited to be with you here this weekend at HackMIT. This repository contains everything you need to know to use Baseten for your AI-powered projects. Let's go! — Philip and Mike What is Baseten? Baseten is an inference-focused AI infrastructure platform that powers mission-critical production workloads for best-in-class AI-native startups like Descript, Bland, and Writer. We're a series B company with offices in SF and NY and teammates around the world. Or, for the purposes of this hackathon, Baseten is a place for you to get free GPUs and free inference on state-of-the-art AI models. How do I use Baseten? Baseten is built for production inference on AI models. With Baseten, you can build a model server for any open-source model from Hugging Face or even your own fine-tuned models and serve it behind and autoscaling API endpoint. However, for this hackathon, we've also set up a few shared endpoints to make it easier to get started. Quickstart..."},"evidence_pages":[{"url":"https://github.com/basetenlabs/HackMIT-2024","final_url":"https://github.com/basetenlabs/HackMIT-2024","title":"basetenlabs/HackMIT-2024 repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:09:53.426429+00:00","bytes":11081,"raw_path":"703418365eab48ff4f7720e35abfdea244d6563eb43bc6d77bff26ebcee6ce8e.json","content_hash":"6dc3e2b9ef1f7f9804988362c31900539206a08f64a42dcdd8d495bcc1a41a58","excerpt_chars":1200,"truncated":true,"excerpt":"basetenlabs/HackMIT-2024 Language: Jupyter Notebook Stars: 2 Forks: 1 Open issues: 0 Created: 2024-09-13T16:30:24Z Pushed: 2024-09-14T19:49:41Z Default branch: main Fork: no Archived: no README: HackMIT Baseten Info Hi Hackers! We're super excited to be with you here this weekend at HackMIT. This repository contains everything you need to know to use Baseten for your AI-powered projects. Let's go! — Philip and Mike What is Baseten? Baseten is an inference-focused AI infrastructure platform that powers mission-critical production workloads for best-in-class AI-native startups like Descript, Bland, and Writer. We're a series B company with offices in SF and NY and teammates around the world. Or, for the purposes of this hackathon, Baseten is a place for you to get free GPUs and free inference on state-of-the-art AI models. How do I use Baseten? Baseten is built for production inference on AI models. With Baseten, you can build a model server for any open-source model from Hugging Face or even your own fine-tuned models and serve it behind and autoscaling API endpoint. However, for this hackathon, we've also set up a few shared endpoints to make it easier to get started. Quickstart..."}],"related_signals":[{"id":"fbfb1a0b-1a43-41c7-90fc-fb7e694241b9","url":"https://onlylabs.fyi/signals/fbfb1a0b-1a43-41c7-90fc-fb7e694241b9","source_url":"https://github.com/basetenlabs/tmp-animations","title":"basetenlabs/tmp-animations","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-04-20T18:52:35+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"9f3fab69-19c5-47d8-afb1-889157cdde8d","url":"https://onlylabs.fyi/signals/9f3fab69-19c5-47d8-afb1-889157cdde8d","source_url":"https://github.com/basetenlabs/baseten-skills","title":"basetenlabs/baseten-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-04-17T12:53:11+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"b6656077-16da-4beb-bc84-d7a55c7c72aa","url":"https://onlylabs.fyi/signals/b6656077-16da-4beb-bc84-d7a55c7c72aa","source_url":"https://github.com/basetenlabs/qwen3-nvfp4-benchmark","title":"basetenlabs/qwen3-nvfp4-benchmark","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-04-01T21:03:59+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"df709993-8360-4f6b-8473-0689a613e8df","url":"https://onlylabs.fyi/signals/df709993-8360-4f6b-8473-0689a613e8df","source_url":"https://github.com/basetenlabs/Megatron-Bridge","title":"basetenlabs/Megatron-Bridge","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-03-30T19:09:05+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"a8f557bf-93c4-42bf-8357-c5266a747173","url":"https://onlylabs.fyi/signals/a8f557bf-93c4-42bf-8357-c5266a747173","source_url":"https://github.com/basetenlabs/baseten-js","title":"basetenlabs/baseten-js","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-03-30T18:19:44+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"},{"id":"6e023ce6-4f2f-44ac-83ec-2e18c6cfa52a","url":"https://onlylabs.fyi/signals/6e023ce6-4f2f-44ac-83ec-2e18c6cfa52a","source_url":"https://github.com/basetenlabs/baseten-python","title":"basetenlabs/baseten-python","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-03-27T20:55:18+00:00","first_seen_at":"2026-06-05T22:32:13.368432+00:00","date_source":"source"}]}