SurviAGI
All markets

Market

Research methods and collaboration

How far AI got on each kind of work in this market, and the update that showed it.

Work

3

3 with evidence

Furthest level reached

L2

Partial automation

Evidence

17

2 pulled back by an evidence tier

Work in this market

Open a row to read the updates behind its level.

Search research literature and synthesize evidence5 evidence88 tasksL2Partial automation

Open this work →

PublishedClaimedEvidence tierUpdateWhen
L1AssistedL1T3Vendor self-reportAstrophysicist uses Claude Science to build first complete ultraviolet sky map source2026-10-08
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportGemini Live integrates Deep Research for voice-driven exploration source2026-09-14
L1AssistedL1T3Vendor self-reportGPT-Rosalind available in API and Codex for biological reasoning source2026-09-11
L2Partial automationL2T3Vendor self-reportOpenAI launches ChatGPT for Financial Services source2026-09-10
L2Partial automationL3↓ T3 allows only L2T3Vendor self-reportAnthropic Fellows research: Claude autonomously aligns other AIs source2026-08-28
Write papers reports and research collaboration materials10 evidence92 tasksL2Partial automation

Open this work →

PublishedClaimedEvidence tierUpdateWhen
L1AssistedL1T3Vendor self-reportClaude integrates with Google Docs, Sheets, and Slides source2026-10-06
L1AssistedL1T3Vendor self-reportMeta shares six papers from mathematicians working with Muse Spark source2026-10-02
L2Partial automationL2T3Vendor self-reportGemini Notebook launches Interactive Learning Overviews for all users source2026-09-21
L1AssistedL1T3Vendor self-reportGemini in Google Drive covered in Workspace learning path source2026-09-18
L1AssistedL1T3Vendor self-reportChatGPT now available in Microsoft Word source2026-09-17
L1AssistedL1T3Vendor self-reportGPT-Rosalind available in API and Codex for biological reasoning source2026-09-11
L2Partial automationL2T3Vendor self-reportOpenAI launches ChatGPT for Financial Services source2026-09-10
L1AssistedL1T3Vendor self-reportQwen3.8-Max-0902 released source2026-09-02
L1AssistedL1T3Vendor self-reportOpenAI launches Rosalind Workbench source2026-08-28
L1AssistedL1T3Vendor self-reportAntigravity Teamwork used for research breakthroughs source2026-08-27
Prepare experimental data code and reproducibility materials2 evidence9 tasksL1Assisted

Open this work →

PublishedClaimedEvidence tierUpdateWhen
L1AssistedL1T3Vendor self-reportQwen3.8-Max-0902 released source2026-09-02
L1AssistedL1T3Vendor self-reportOpenAI launches Rosalind Workbench source2026-08-28

Occupations this market is served by

One market is served by several occupations, so these are not shares of a job.

OccupationConfidence
Bioinformatics Scientists0.94
Atmospheric and Space Scientists0.93
Astronomers0.92
Computer and Information Research Scientists0.92
Physicists0.92
Geneticists0.90
Molecular and Cellular Biologists0.90
Epidemiologists0.90
Social Science Research Assistants0.90
Economists0.89
Soil and Plant Scientists0.89
Remote Sensing Scientists and Technologists0.89
Medical Scientists, Except Epidemiologists0.89
Sociologists0.89
Mathematicians0.89
Biologists0.89
Political Scientists0.88
Materials Scientists0.88
Life Scientists, All Other0.88
Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary0.88
Industrial-Organizational Psychologists0.87
Biostatisticians0.87
Physical Scientists, All Other0.87
Chemists0.87
Postsecondary Teachers, All Other0.87
Biological Scientists, All Other0.87
Hydrologists0.87
Biochemists and Biophysicists0.87
Geoscientists, Except Hydrologists and Geographers0.87
Anthropology and Archeology Teachers, Postsecondary0.87
Political Science Teachers, Postsecondary0.87
Data Scientists0.86
Environmental Economists0.86
Sociology Teachers, Postsecondary0.86
Statisticians0.86
Forestry and Conservation Science Teachers, Postsecondary0.86
Psychology Teachers, Postsecondary0.86
Survey Researchers0.86
Social Scientists and Related Workers, All Other0.85
Agricultural Sciences Teachers, Postsecondary0.85
Microbiologists0.84
Computer Science Teachers, Postsecondary0.84
Engineering Teachers, Postsecondary0.84
Zoologists and Wildlife Biologists0.84
Environmental Scientists and Specialists, Including Health0.84
Biological Science Teachers, Postsecondary0.83
Mathematical Science Occupations, All Other0.83
Conservation Scientists0.83
Geographers0.83
Social Sciences Teachers, Postsecondary, All Other0.82
Criminal Justice and Law Enforcement Teachers, Postsecondary0.82
Animal Scientists0.82
Mathematical Science Teachers, Postsecondary0.82
Anthropologists and Archeologists0.82
Human Factors Engineers and Ergonomists0.81
Bioengineers and Biomedical Engineers0.81
Environmental Science Teachers, Postsecondary0.81
Physics Teachers, Postsecondary0.81
Area, Ethnic, and Cultural Studies Teachers, Postsecondary0.81
Education Teachers, Postsecondary0.81
Industrial Ecologists0.80
Economics Teachers, Postsecondary0.80
Health Specialties Teachers, Postsecondary0.79
Chemistry Teachers, Postsecondary0.79
Social Work Teachers, Postsecondary0.79
Food Scientists and Technologists0.78
Geography Teachers, Postsecondary0.76
Neuropsychologists0.76
Psychologists, All Other0.75
Architecture Teachers, Postsecondary0.75
Library Science Teachers, Postsecondary0.72
Materials Engineers0.69
Historians0.69
Operations Research Analysts0.69
Bioinformatics Technicians0.68
History Teachers, Postsecondary0.68
Nuclear Engineers0.68
Photonics Engineers0.68
Statistical Assistants0.67
Chemical Engineers0.67
Family and Consumer Sciences Teachers, Postsecondary0.67
Health Informatics Specialists0.67
Nursing Instructors and Teachers, Postsecondary0.66
Aerospace Engineers0.65
Foreign Language and Literature Teachers, Postsecondary0.64
Climate Change Policy Analysts0.64
Fuel Cell Engineers0.63
Robotics Engineers0.63
Philosophy and Religion Teachers, Postsecondary0.62
Water Resource Specialists0.62
Clinical Neuropsychologists0.61

Where this page's numbers come from

Snapshot
snapshot-1
Generated
2026-10-09 08:10 UTC
Ontology
1.0.0
Ontology schema
2.4.0
Method version
activity-level-1
Content SHA-256
0b46df0246af8a1dc3fd9ce8e6ac9812925ace553984d2b7d45d363d32e27681
Rows in this snapshot
10,482 work-to-task edges · 900 updates · 333 models · 58 topics · 1,888 market-to-occupation edges · 375 source accounts · 1 coverage record · 1 progress record · 11 non-technical conditions · 401 updates that landed on work · 1,102 evidence · 614 work in markets · 506 non-technical condition-to-work edges