{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Repo: togethercomputer/reviewing-agents","description":"Together AI repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/5a481d6d-5a65-4283-b873-a89545d9e9a6","json_url":"https://onlylabs.fyi/signals/5a481d6d-5a65-4283-b873-a89545d9e9a6/signal.json","generated_at":"2026-06-11T04:10:02.351262+00:00","org":{"slug":"together-ai","name":"Together AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/together-ai","dossier_json_url":"https://onlylabs.fyi/labs/together-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5a481d6d-5a65-4283-b873-a89545d9e9a6","signal_json":"https://onlylabs.fyi/signals/5a481d6d-5a65-4283-b873-a89545d9e9a6/signal.json","source":"https://github.com/togethercomputer/reviewing-agents","lab_dossier":"https://onlylabs.fyi/labs/together-ai","lab_dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/together-ai","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-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":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Together AI published togethercomputer/reviewing-agents (Python). 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This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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Reviewing Agents

\"Reviewing

LLM-powered scientific paper review and error detection

[![arXiv](https://img.shields.io/badge/arXiv-2511.15534-b31b1b.svg)](https://arxiv.org/abs/2511.15534) [![arXiv](https://img.shields.io/badge/arXiv-2512.05925-b31b1b.svg)](https://arxiv.org/abs/2512.05925) [![Conference](https://img.shields.io/badge/Agents4Science-2025-blue.svg)](https://agents4science.stanford.edu/) [![Python 3.12+](https://img.shields.io/badge/python-3.12+-blue.svg)](https://www.python.org/downloads/) [![Code style: ruff](https://img.shields.io/badge/code%20style-ruff-000000.svg)](https://github.com/astral-sh/ruff) This repository supports: - [**To Err Is Human**](https://arxiv.org/abs/2512.05925): Systematic Quantification of Errors in Published AI Papers via LLM Analysis We developed an LLM-based Paper Correctness Checker to identify objective..."},"evidence_pages":[{"url":"https://github.com/togethercomputer/reviewing-agents","final_url":"https://github.com/togethercomputer/reviewing-agents","title":"togethercomputer/reviewing-agents repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:10:02.351262+00:00","bytes":12485,"raw_path":"469c9f832eb1a8625d75d09da9e3829451d7ff1b5b83b0d561284d1aa524a82e.json","content_hash":"60cf9dc6c1521e26bb336431246daf0b0aae772fddda376980c4118f8199852d","excerpt_chars":1200,"truncated":true,"excerpt":"togethercomputer/reviewing-agents Language: Python License: MIT Stars: 20 Forks: 2 Open issues: 0 Created: 2025-12-04T22:41:23Z Pushed: 2025-12-08T02:01:41Z Default branch: main Fork: no Archived: no README:

Reviewing Agents

\"Reviewing

LLM-powered scientific paper review and error detection

[![arXiv](https://img.shields.io/badge/arXiv-2511.15534-b31b1b.svg)](https://arxiv.org/abs/2511.15534) [![arXiv](https://img.shields.io/badge/arXiv-2512.05925-b31b1b.svg)](https://arxiv.org/abs/2512.05925) [![Conference](https://img.shields.io/badge/Agents4Science-2025-blue.svg)](https://agents4science.stanford.edu/) [![Python 3.12+](https://img.shields.io/badge/python-3.12+-blue.svg)](https://www.python.org/downloads/) [![Code style: ruff](https://img.shields.io/badge/code%20style-ruff-000000.svg)](https://github.com/astral-sh/ruff) This repository supports: - [**To Err Is Human**](https://arxiv.org/abs/2512.05925): Systematic Quantification of Errors in Published AI Papers via LLM Analysis We developed an LLM-based Paper Correctness Checker to identify objective..."}],"related_signals":[{"id":"0413a558-9c7b-4220-bf92-34bcbce16a0f","url":"https://onlylabs.fyi/signals/0413a558-9c7b-4220-bf92-34bcbce16a0f","source_url":"https://github.com/togethercomputer/archipelago","title":"togethercomputer/archipelago","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-05-29T00:15:21+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"0854485e-65c6-489c-b097-9d8051e24014","url":"https://onlylabs.fyi/signals/0854485e-65c6-489c-b097-9d8051e24014","source_url":"https://github.com/togethercomputer/SearchScales","title":"togethercomputer/SearchScales","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-05-13T21:44:06+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"9eede573-8159-495b-bba8-7c5320a57d08","url":"https://onlylabs.fyi/signals/9eede573-8159-495b-bba8-7c5320a57d08","source_url":"https://github.com/togethercomputer/saw-int4","title":"togethercomputer/saw-int4","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-04-13T20:42:59+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"5fee041b-cb44-48ef-88fc-5965d92ed015","url":"https://onlylabs.fyi/signals/5fee041b-cb44-48ef-88fc-5965d92ed015","source_url":"https://github.com/togethercomputer/skills","title":"togethercomputer/skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-03-31T18:07:13+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"05c70378-c6ad-4625-9f81-2e2d366e11cc","url":"https://onlylabs.fyi/signals/05c70378-c6ad-4625-9f81-2e2d366e11cc","source_url":"https://github.com/togethercomputer/xorl-wheels","title":"togethercomputer/xorl-wheels","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-03-26T20:01:49+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"},{"id":"f6ebcf40-10af-412c-a1a2-9f05742d7fb0","url":"https://onlylabs.fyi/signals/f6ebcf40-10af-412c-a1a2-9f05742d7fb0","source_url":"https://github.com/togethercomputer/aurora","title":"togethercomputer/aurora","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-03-23T01:13:29+00:00","first_seen_at":"2026-06-05T22:32:10.100906+00:00","date_source":"source"}]}