Operations Research Analysts
Which pieces of this job an update has reached, and which nobody has looked at.
AI finishesL2 · Partial automation
8/ 17
tasks at L2 or above. The median occupation is at 0%.
Looked at17 tasks
13/ 17
tasks carry a level at all; the other 4 have no evidence either way.
This occupation's tasks
One square, one task, filled to the lowest level of the kinds of work covering it.
of 17
- L5 · Full automationemptyAI delivers alone in any setting, with no defined scope limiting it.
- L4 · High automationemptyAI delivers alone inside a defined scope, running in real business.
- L3 · Conditional automationemptyAI completes it; a person spot-checks rather than reviews each one.
- L2 · Partial automation8AI produces the bulk; a person reviews and corrects every item.
- L1 · Assisted5AI helps in places; a person does the whole delivery.
- L0 · ManualemptyAI takes no part in this work.
- Unknownemptypart of this work has no evidence either way
- Untouched4no update in the collected window mentions it
What AI has been shown to do here
Work7
One row per kind of work; open a row to see the updates behind its level.
7 of 7 kinds of work
Market: Research methods and collaboration
- 2026-10-06Claude integrates with Google Docs, Sheets, and SlidesAnthropicClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-10-02Meta shares six papers from mathematicians working with Muse SparkMetaClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-21Gemini Notebook launches Interactive Learning Overviews for all usersGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-18Gemini in Google Drive covered in Workspace learning pathGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-17ChatGPT now available in Microsoft WordOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-11GPT-Rosalind available in API and Codex for biological reasoningOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-10OpenAI launches ChatGPT for Financial ServicesOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-02Qwen3.8-Max-0902 releasedAlibabaClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-28OpenAI launches Rosalind WorkbenchOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-27Antigravity Teamwork used for research breakthroughsGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
Market: Research methods and collaboration
- 2026-10-08Astrophysicist uses Claude Science to build first complete ultraviolet sky mapAnthropicClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-14Gemini Live integrates Deep Research for voice-driven explorationGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-11GPT-Rosalind available in API and Codex for biological reasoningOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-10OpenAI launches ChatGPT for Financial ServicesOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-28Anthropic Fellows research: Claude autonomously aligns other AIsAnthropicClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
Market: Process improvement and operations consulting
- 2026-09-09OpenAI shares cyber defense architecture and playbookOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-01Hy4 preview autonomously finds inference bottlenecks, lifts throughput 31.8%TencentClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-28Anthropic Fellows research: Claude autonomously aligns other AIsAnthropicClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- —Deloitte's Agentic blueprint achieves business impact up to 3x fasterGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
Market: Computing and engineering research
- 2026-10-08AMIE matches doctor diagnoses in 90% of 100 patient interactions with 0 safety stopsGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-10-08Google's AMIE studied prospectively in real clinic, results in The LancetGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-10-06Google Research shows Google Earth AI can help forecast disease outbreaksGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-10-06Google DeepMind launches EmbeddingGemma 2 multimodal on-device embedding modelGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-10-06Google Earth AI Population Dynamics Foundation Model case studiesGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-10-02Google Research introduces TEE-based federated learning systemGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-10-01Google DeepMind launches SynthID Bio watermarking for biological designsGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-30Google science AI model ranks highest in CDC flu forecastingGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-30Microsoft Research machine learning system predicts space-weather damageMicrosoftClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-29Google Research introduces Diffusion Controller for image generation steeringGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-29Microsoft Research introduces Quine, a multimodal world model of biologyMicrosoftClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-28Qoder knowledge engine builds knowledge graph from codeAlibabaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-25Anthropic Science Blog: Claude can do Nine LoopsAnthropicClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-24Google announces unified multi-agent framework for long-form videoGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-24Tencent Hunyuan research extends critical-batch-size theory to online LLM RLTencentClaimed L0Kept —Capped by T3 ≤ L2Source ↗
- 2026-09-23Microsoft Research findings on moving robot AI inference off-deviceMicrosoftClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-22Tencent Hunyuan introduces WebCraftBench for agent web-app evaluationTencentClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-21Microsoft Research highlights RetroChimera model in Nature paperMicrosoftClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-19Alibaba releases Qwen3.8-LiveTranslate real-time interpretation modelAlibabaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-18Google Research introduces MilleMiglia logistics benchmarkGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-17Anthropic work on running biology open-source models more cheaplyAnthropicClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-15Google Research introduces Retrieve-for-Train frameworkGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-15Google publishes white paper on AI for crisis resilienceGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-15Tencent Hunyuan introduces EvolveScalerTencentClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-14MiniMax H3 achieves over 2x real-time denoising on 8x B200MiniMaxClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-11Google Antigravity launches AlphaGenome Atlas Skills and /boost commandGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-11Google DeepMind uses AI to reconstruct memory for documentary 'Love, Rendered'GoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-11Google Research TIPSv2 demo and Q&A at ECCV 2026GoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-10Google Research introduces ToolGrad framework for tool-use datasetsGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-10Google DeepMind researcher receives PAMI Mark Everingham Prize at ECCV 2026GoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-10Tencent Hunyuan releases AuK open-source speech modelTencentClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-09OpenAI shares cyber defense architecture and playbookOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-09Google Research releases complete male fruit fly brain wiring diagramGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-08Google DeepMind launches AlphaGenome AtlasGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-05Meta's AIRA₃ competes in Kaggle challenge to fine-tune Nemotron 30BMetaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-04Claude completes first formalized proof of Fermat's Last TheoremAnthropicClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-03Google Research evaluates cross-population genetic risk prediction methodsGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-03Google DeepMind introduces WeatherNext 3GoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-02Google discusses WeatherNext forecasting modelsGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-02MiniMax reports emergent world-model behavior in H3MiniMaxClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-02DreamX-Creator audio-visual generation modelAlibabaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-01Google Research presents MAPL-EMIT methane tracking modelGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-01Hy4 preview autonomously finds inference bottlenecks, lifts throughput 31.8%TencentClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-01Anthropic research: Training a Misaligned Reward SeekerAnthropicClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-31Google Research introduces TimesFM-3 time series foundation modelGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-31GigaPath-Flash and GigaTIME-Flash pathology foundation modelsMicrosoftClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-29Tencent Hunyuan compresses Hy4-preview to ~200GiB GGUF with MIX-STQ1_0TencentClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-28Anthropic Fellows research: Claude autonomously aligns other AIsAnthropicClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-27Antigravity Teamwork used for research breakthroughsGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-27Google Research introduces planetary prediction engineGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-26Google Research introduces GlucoFM glucose monitoring foundation modelGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-25Google Research presents AgentHands XR prototypeGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-24NVIDIA SANA Sol Engine cuts MiniMax H3 768p latency to 14.93sMiniMaxClaimed L1Kept L1Capped by T2 ≤ L4Source ↗
- 2026-08-24Microsoft Research releases Skala 1.1 deep-learning functionalMicrosoftClaimed L0Kept —Capped by T3 ≤ L2Source ↗
- —GitHub adds context-aware secret classifier checking candidates under 2msMicrosoftClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
Market: Computing and engineering research
- 2026-10-08AMIE matches doctor diagnoses in 90% of 100 patient interactions with 0 safety stopsGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-10-08Google's AMIE studied prospectively in real clinic, results in The LancetGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-10-08Astrophysicist uses Claude Science to build first complete ultraviolet sky mapAnthropicClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-10-06GitHub releases ReviewBench for AI code review agentsMicrosoftClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-10-06Google Earth AI Population Dynamics Foundation Model case studiesGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-30Google science AI model ranks highest in CDC flu forecastingGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-30Microsoft Research machine learning system predicts space-weather damageMicrosoftClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-30Tencent Hunyuan releases ExplorationBench benchmarkTencentClaimed L0Kept —Capped by T3 ≤ L2Source ↗
- 2026-09-29Google Research introduces Diffusion Controller for image generation steeringGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-29Microsoft Research introduces Quine, a multimodal world model of biologyMicrosoftClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-25Anthropic Science Blog: Claude can do Nine LoopsAnthropicClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-24Project Suncatcher to test TPUs in orbitGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-24Google announces unified multi-agent framework for long-form videoGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-24Tencent Hunyuan research extends critical-batch-size theory to online LLM RLTencentClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-23OpenAI releases MentalHealthBenchOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-22Tencent Hunyuan introduces WebCraftBench for agent web-app evaluationTencentClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-21Microsoft Research highlights RetroChimera model in Nature paperMicrosoftClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-18Google Research introduces MilleMiglia logistics benchmarkGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-14Muse Voice Transcribe achieves lowest semantic WER in Pipecat benchmarkMetaClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-11Google Antigravity launches AlphaGenome Atlas Skills and /boost commandGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-11Google DeepMind uses AI to reconstruct memory for documentary 'Love, Rendered'GoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-10Google Research introduces ToolGrad framework for tool-use datasetsGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-05Meta's AIRA₃ competes in Kaggle challenge to fine-tune Nemotron 30BMetaClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-04Microsoft reports HydraFusion results on Terminal-Bench 2.1MicrosoftClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-03Google Research evaluates cross-population genetic risk prediction methodsGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-03Google DeepMind introduces WeatherNext 3GoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-03Qwen introduces E-Commerce Bench benchmarkAlibabaClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-02MiniMax reports emergent world-model behavior in H3MiniMaxClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-02Qwen3.8-Max-0902 releasedAlibabaClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-01Google Research presents MAPL-EMIT methane tracking modelGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-01LatchBio evaluates Grok 4.6 on biosecurity tasksxAIClaimed L1Kept L1Capped by T2 ≤ L4Source ↗
- 2026-09-01Anthropic research: Training a Misaligned Reward SeekerAnthropicClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-31Google Research introduces TimesFM-3 time series foundation modelGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-31GigaPath-Flash and GigaTIME-Flash pathology foundation modelsMicrosoftClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-28OpenAI launches Rosalind WorkbenchOpenAIClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-28Anthropic Fellows research: Claude autonomously aligns other AIsAnthropicClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-27Antigravity Teamwork used for research breakthroughsGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-27Google Research introduces planetary prediction engineGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-26Google Research introduces GlucoFM glucose monitoring foundation modelGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-25Google Research presents AgentHands XR prototypeGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-25Wan 3.0 ranks highly in Koyal Film Arena animated video categoriesAlibabaClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-24NVIDIA SANA Sol Engine cuts MiniMax H3 768p latency to 14.93sMiniMaxClaimed L1Kept L1Capped by T2 ≤ L4Source ↗
- —Gemini ML skills write and test PySpark code in notebooksGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
Market: Process improvement and operations consulting
- —Deloitte's Agentic blueprint achieves business impact up to 3x fasterGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
Markets this occupation serves
A market is a kind of work a business sells; a job usually serves several.
Non-technical conditions on these kinds of work
A condition that does not lift because a model improved.
No non-technical condition has been recorded against the kinds of work reaching this occupation.
A condition that does not lift because a model improved.
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