SurviAGI
Updated 2026-10-09 · Tracking 14 AI companies since 2026-08-22

How far AI has taken over the world

Will AI kill your idea? Replace what you do?

Every AI update could change your answer.

Links of the selected node
Claimed level above accepted level
Confirmed by several sources
L3 line: At L0–L2, a person is still doing the work. From L3, a person is no longer doing it.
Accepted level
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[ 01 / 07 ]  READERS

Every AI update, mapped to real work.

Which work. How far AI gets with it. Who can back that up.

396
AI updates in 30 days
154
Kinds of work reached
14
AI companies tracked
[ 02 / 07 ]  THE SCALE

At L0–L2, a person is still doing the work. From L3, a person is no longer doing it.

Six levels. One line that matters.

  • L0ManualA person carries out, reviews and handles exceptions.Evidence required—Standing here nowNone yet
  • L1AssistedAI takes some steps. A person carries out, reviews and handles exceptions.Evidence requiredProduct launchStanding here now29 kinds of work
  • L2Partial automationAI carries out every step. A person reviews each item and handles exceptions.Evidence requiredProduct launchStanding here now115 kinds of work
  • L3Conditional automationAI carries out and checks its own work. A person samples and takes over on exceptions. Limited scope.Evidence requiredConfirmed by several sourcesStanding here now10 kinds of work
  • L4High automationAI carries out, reviews and handles exceptions. Limited scope.Evidence requiredProduction use by a named companyStanding here nowNone yet
  • L5Full automationAI carries out, reviews and handles exceptions. Unlimited scope.Evidence requiredIndependent measurementStanding here nowNone yet
[ 03 / 07 ]  PROGRESS BY DOMAIN

25 domains reached by updates, 5 with work at L3

The furthest any domain has reached is L3. Pick a domain to see its markets.

One cell: one kind of work · Filled: accepted level · Dashed: claimed, not accepted · Select a domain for its markets

Domain
L0Manual
L1Assisted
L2Partial automation
L3Conditional automation
L4High automation
L5Full automation
L0–L2: a person is still doing the work
From L3: a person is no longer doing it
[ 04 / 07 ]  LATEST UPDATES

In 48 days, 396 AI updates bear on specific work

12 companies. 154 kinds of work. 25 domains. Scroll to replay it day by day.

Across: date · Rows: domain · Mark height: accepted level · Outline: claimed level

Company
122239241825202612279281293012311611321131146526371281591510131111211381413154161017918219320821112218231224122512612792812296306172234251268778Updates per day08/22 – 10/08Software products and digital systemsGame development and operationsLegal servicesScientific research and developmentMarketing design and language servicesPublishing news and audiovisual contentManagement and business support servicesEducation teaching and learning servicesWholesale retail and commerceBanking payments and investment servicesHousehold management and unpaid workMedical diagnosis and treatment servicesTelecommunications and computing servicesTravel planning and convention servicesAccounting tax and financial managementArts culture sports and recreationCare and social workPower gas and thermal energy servicesEngineering design and technical testingFood beverage and agricultural processingFacilities grounds and security servicesFreight warehousing and deliveryInsurance reinsurance and pension servicesInternational organizations and cross-border public cooperationPublic administration and public protectionAssess practical performance and occupational competence · Google · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Alibaba · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Anthropic · Accepted L1Take histories and perform clinical examinations · Google · Claimed L3 · Accepted L2Develop algorithms and study computational properties · Google · Claimed L3 · Accepted L2Build research prototypes and run comparative experiments · Google · Claimed L3 · Accepted L2Develop algorithms and study computational properties · Google · Claimed L3 · Accepted L2Design and conduct biomedical experiments · Google · Accepted L2Build research prototypes and run comparative experiments · Google · Accepted L2Build research prototypes and run comparative experiments · Anthropic · Accepted L1Design experiments and observations and analyze physical data · Anthropic · Accepted L1Search research literature and synthesize evidence · Anthropic · Accepted L1Integrate models retrieval and context flows · Anthropic · Accepted L1Create layouts illustrations and design deliverables · Anthropic · Accepted L2Create compositing animation and visual effects · Anthropic · Claimed L3 · Accepted L2Create compositing animation and visual effects · Anthropic · Claimed L3 · Accepted L2Develop artistic themes and creative plans · ByteDance · Accepted L1Analyze role requirements and source candidates · Alibaba · Claimed L3 · Accepted L2Process validate and deliver customer data · Alibaba · Claimed L3 · Accepted L2Maintain search indexes and information service directories · Alibaba · Claimed L3 · Accepted L2Deliver language practice and subject tutoring · OpenAI · Claimed L3 · Accepted L2Provide adapted instruction and supported communication · OpenAI · Claimed L3 · Accepted L2Provide learning guidance and student development services · OpenAI · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Google · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Microsoft · Accepted L2Prepare lesson plans and learning materials · OpenAI · Accepted L2Assess practical performance and occupational competence · Google · Accepted L1Implement web mobile and desktop interfaces · OpenAI · Claimed L3 · Accepted L2Implement tool use and agent workflows · OpenAI · Claimed L3 · Accepted L2Implement tool use and agent workflows · Google · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · Microsoft · Accepted L2Implement tool use and agent workflows · Microsoft · Accepted L2Implement tool use and agent workflows · Microsoft · Accepted L2Develop business logic and service APIs · Microsoft · Accepted L1Implement data minimization and privacy controls · Microsoft · Accepted L1Draft filing documents and examination responses · Google · Accepted L1Support learning activities and family-school communication · OpenAI · Accepted L2Create layouts illustrations and design deliverables · Google · Claimed L3 · Accepted L2Form hypotheses and build mathematical and physical models · OpenAI · Accepted L2Develop algorithms and study computational properties · Google · Accepted L2Develop algorithms and study computational properties · Google · Accepted L2Develop algorithms and study computational properties · Google · Accepted L1Build research prototypes and run comparative experiments · Microsoft · Accepted L1Write papers reports and research collaboration materials · Anthropic · Accepted L1Build research prototypes and run comparative experiments · Google · Accepted L1Manage records documents and office requests · OpenAI · Accepted L2Manage records documents and office requests · Anthropic · Accepted L1Maintain resolutions archives and implementation records · OpenAI · Accepted L2Implement tool use and agent workflows · OpenAI · Claimed L3 · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L2Integrate external systems and data interfaces · Anthropic · Accepted L2Implement tool use and agent workflows · Anthropic · Accepted L2Integrate models retrieval and context flows · Anthropic · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Build evaluations and regression sets for model applications · Microsoft · Accepted L1Implement tool use and agent workflows · Zhipu AI · Accepted L1Integrate models retrieval and context flows · Zhipu AI · Accepted L1Build independent living and employment readiness skills · Google · Claimed L3 · Accepted L2Support accessible communication and community participation · Google · Claimed L3 · Accepted L2Provide adapted instruction and supported communication · Google · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Microsoft · Accepted L1Assist family members with daily living and mobility · Google · Claimed L3 · Accepted L2Create character illustrations and design sheets · Google · Claimed L3 · Accepted L2Generate environment concepts and background artwork · Google · Claimed L3 · Accepted L2Create character illustrations and design sheets · Google · Accepted L2Retouch select and deliver photographs · Google · Accepted L2Create advertising copy and visual assets · Google · Accepted L2Create layouts illustrations and design deliverables · Google · Accepted L2Design brand identities and visual systems · Google · Accepted L2Design product appearance and packaging · Google · Accepted L2Create advertising copy and visual assets · Google · Accepted L2Create layouts illustrations and design deliverables · Google · Accepted L2Retouch select and deliver photographs · Google · Accepted L2Develop artistic themes and creative plans · Google · Claimed L3 · Accepted L2Process validate and deliver customer data · Google · Claimed L3 · Accepted L2Maintain search indexes and information service directories · Google · Accepted L2Develop business logic and service APIs · Alibaba · Accepted L1Implement web mobile and desktop interfaces · Alibaba · Accepted L1Integrate external systems and data interfaces · Alibaba · Accepted L1Implement tool use and agent workflows · Alibaba · Accepted L1Integrate models retrieval and context flows · Alibaba · Accepted L1Process validate and deliver customer data · Alibaba · Accepted L2Book travel services and verify vouchers · Alibaba · Accepted L2Design routes budgets and itinerary content · Alibaba · Accepted L1Package lodging transport and activity supply · Alibaba · Accepted L1Create compositing animation and visual effects · ByteDance · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Implement tool use and agent workflows · Microsoft · Accepted L1Integrate models retrieval and context flows · OpenAI · Accepted L1Integrate models retrieval and context flows · OpenAI · Claimed L3 · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Design user flows and interaction prototypes · MiniMax · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L1Implement data minimization and privacy controls · Google · Accepted L1Develop artistic themes and creative plans · MiniMax · Accepted L2Create real-time effects and visual feedback · MiniMax · Accepted L2Rig characters and create movement animation · MiniMax · Accepted L2Create layouts illustrations and design deliverables · MiniMax · Accepted L2Create compositing animation and visual effects · MiniMax · Accepted L2Create compositing animation and visual effects · Alibaba · Accepted L2Create compositing animation and visual effects · ByteDance · Accepted L2Assess practical performance and occupational competence · ByteDance · Accepted L2Assess practical performance and occupational competence · Meta · Accepted L1Form hypotheses and build mathematical and physical models · Meta · Accepted L1Write papers reports and research collaboration materials · Meta · Accepted L1Develop algorithms and study computational properties · Google · Accepted L1Record household income and expenses and manage budgets · OpenAI · Accepted L2Process validate and deliver customer data · OpenAI · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Meta · Claimed L3 · Accepted L2Optimize frame rate memory and platform compatibility · Meta · Claimed L3 · Accepted L2Explore edge cases and reproduce game defects · Meta · Claimed L3 · Accepted L2Reproduce diagnose and verify defect fixes · Meta · Claimed L3 · Accepted L2Run automated and exploratory tests · Meta · Claimed L3 · Accepted L2Implement tool use and agent workflows · Meta · Accepted L2Implement data minimization and privacy controls · Microsoft · Accepted L2Implement tool use and agent workflows · xAI · Accepted L1Support accessible communication and community participation · Microsoft · Claimed L3 · Accepted L2Create layouts illustrations and design deliverables · Google · Claimed L3 · Accepted L2Develop algorithms and study computational properties · Google · Accepted L2Assess practical performance and occupational competence · Google · Claimed L3 · Accepted L2Develop algorithms and study computational properties · Google · Claimed L3 · Accepted L2Build research prototypes and run comparative experiments · Google · Accepted L2Develop algorithms and study computational properties · Microsoft · Accepted L2Build research prototypes and run comparative experiments · Microsoft · Accepted L2Design experiments and observations and analyze physical data · Microsoft · Accepted L2Integrate models retrieval and context flows · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · Microsoft · Accepted L2Integrate models retrieval and context flows · Microsoft · Accepted L2Develop business logic and service APIs · Google · Accepted L1Monitor security alerts and investigate anomalies · Google · Accepted L1Review code configuration and access permissions · Google · Accepted L1Implement tool use and agent workflows · Alibaba · Accepted L1Manage records documents and office requests · Google · Accepted L1Maintain search indexes and information service directories · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · OpenAI · Claimed L3 · Accepted L2Integrate models retrieval and context flows · OpenAI · Claimed L3 · Accepted L2Integrate external systems and data interfaces · OpenAI · Claimed L3 · Accepted L2Implement tool use and agent workflows · OpenAI · Claimed L3 · Accepted L2Integrate models retrieval and context flows · OpenAI · Claimed L3 · Accepted L2Integrate models retrieval and context flows · OpenAI · Accepted L2Develop business logic and service APIs · OpenAI · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Implement tool use and agent workflows · Microsoft · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L2Monitor security alerts and investigate anomalies · OpenAI · Accepted L2Review code configuration and access permissions · OpenAI · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Integrate models retrieval and context flows · OpenAI · Accepted L2Implement tool use and agent workflows · Meta · Accepted L2Monitor service health and capacity · Meta · Accepted L2Integrate external systems and data interfaces · Meta · Accepted L2Implement tool use and agent workflows · Meta · Accepted L2Integrate models retrieval and context flows · Meta · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L1Develop business logic and service APIs · OpenAI · Accepted L1Integrate external systems and data interfaces · OpenAI · Accepted L1Build release pipelines and deploy versions · Meta · Accepted L1Develop algorithms and study computational properties · Google · Accepted L1Build research prototypes and run comparative experiments · Google · Accepted L1Analyze biological samples and omics data · Microsoft · Accepted L1Develop algorithms and study computational properties · Microsoft · Accepted L1Build research prototypes and run comparative experiments · Microsoft · Accepted L1Manage records documents and office requests · Google · Claimed L3 · Accepted L2Route cases and track service outcomes · OpenAI · Accepted L2Handle inquiries and retrieve service answers · OpenAI · Accepted L2Monitor security alerts and investigate anomalies · Alibaba · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Alibaba · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Alibaba · Claimed L3 · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Implement tool use and agent workflows · Tencent · Accepted L2Integrate models retrieval and context flows · Tencent · Accepted L2Implement tool use and agent workflows · Alibaba · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L1Handle inquiries and retrieve service answers · Alibaba · Claimed L3 · Accepted L2Manage records documents and office requests · Google · Accepted L2Review unusual transactions and customer compliance records · Alibaba · Accepted L2Process payment instructions and fund transfers · Alibaba · Accepted L2Create compositing animation and visual effects · Alibaba · Accepted L3Process validate and deliver customer data · Tencent · Accepted L2Develop algorithms and study computational properties · Alibaba · Claimed L3 · Accepted L2Implement tool use and agent workflows · Microsoft · Accepted L2Run automated and exploratory tests · Microsoft · Accepted L2Reproduce diagnose and verify defect fixes · Microsoft · Accepted L1Implement tool use and agent workflows · Meta · Claimed L3 · Accepted L2Develop artistic themes and creative plans · Alibaba · Claimed L3 · Accepted L2Develop artistic themes and creative plans · Google · Accepted L1Create compositing animation and visual effects · Alibaba · Claimed L3 · Accepted L2Develop scripts storyboards and production plans · Google · Accepted L1Create compositing animation and visual effects · Alibaba · Accepted L1Implement tool use and agent workflows · OpenAI · Claimed L3 · Accepted L2Implement tool use and agent workflows · Alibaba · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Alibaba · Claimed L3 · Accepted L2Implement tool use and agent workflows · Tencent · Claimed L3 · Accepted L2Integrate external systems and data interfaces · Tencent · Claimed L3 · Accepted L2Implement tool use and agent workflows · Tencent · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Tencent · Claimed L3 · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Implement tool use and agent workflows · Google · Accepted L1Assess system options and integration plans · Google · Accepted L1Integrate external systems and data interfaces · Google · Accepted L1Route cases and track service outcomes · Google · Accepted L2Handle inquiries and retrieve service answers · Google · Accepted L2Manage records documents and office requests · Alibaba · Accepted L2Handle product inquiries and online after-sales service · Google · Claimed L3 · Accepted L2Count store inventory and manage shrinkage · Tencent · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Anthropic · Accepted L2Assess practical performance and occupational competence · Google · Accepted L2Develop algorithms and study computational properties · Anthropic · Accepted L1Build research prototypes and run comparative experiments · Anthropic · Accepted L1Form hypotheses and build mathematical and physical models · Anthropic · Accepted L1Configure campaigns and analyze performance · Tencent · Claimed L3 · Accepted L2Analyze research data and derive user insights · Google · Accepted L2Process validate and deliver customer data · Google · Accepted L2Count inventory and manage warehouse conditions · Tencent · Claimed L3 · Accepted L2Develop algorithms and study computational properties · Google · Accepted L2Build research prototypes and run comparative experiments · Google · Accepted L2Build research prototypes and run comparative experiments · Google · Accepted L1Build research prototypes and run comparative experiments · Tencent · Accepted L1Create compositing animation and visual effects · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · Google · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Google · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Microsoft · Claimed L3 · Accepted L2Implement tool use and agent workflows · Microsoft · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Implement tool use and agent workflows · Google · Accepted L1Integrate models retrieval and context flows · Google · Accepted L1Process validate and deliver customer data · Microsoft · Claimed L3 · Accepted L2Handle inquiries and retrieve service answers · Google · Claimed L3 · Accepted L2Handle inquiries and retrieve service answers · Microsoft · Accepted L2Assess practical performance and occupational competence · OpenAI · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Google · Accepted L2Draft pleadings defenses and procedural applications · OpenAI · Claimed L3 · Accepted L2Revise contracts and propose alternative clauses · OpenAI · Accepted L2Draft contracts from transaction arrangements · OpenAI · Accepted L2Prepare negotiation drafts and open clauses · OpenAI · Accepted L2Draft governance documents and corporate resolutions · OpenAI · Accepted L2Organize closing conditions and transaction documents · OpenAI · Accepted L2Write legal opinions and client explanations · OpenAI · Accepted L2Develop artistic themes and creative plans · Google · Accepted L2Translate text and standardize terminology · Tencent · Claimed L4 · Accepted L2Review localized versions and language quality · Tencent · Claimed L3 · Accepted L2Create advertising copy and visual assets · Google · Accepted L2Create layouts illustrations and design deliverables · Google · Accepted L2Design brand identities and visual systems · Google · Accepted L2Design product appearance and packaging · Google · Accepted L2Create advertising copy and visual assets · Tencent · Accepted L2Create real-time effects and visual feedback · Meta · Claimed L3 · Accepted L2Implement tool use and agent workflows · OpenAI · Claimed L3 · Accepted L2Integrate models retrieval and context flows · OpenAI · Claimed L3 · Accepted L2Implement tool use and agent workflows · Alibaba · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Alibaba · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Anthropic · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Implement tool use and agent workflows · ByteDance · Accepted L2Implement tool use and agent workflows · xAI · Accepted L2Integrate external systems and data interfaces · Microsoft · Accepted L1Develop business logic and service APIs · Microsoft · Accepted L1Implement tool use and agent workflows · Microsoft · Accepted L1Integrate external systems and data interfaces · Anthropic · Accepted L1Implement tool use and agent workflows · Anthropic · Accepted L1Integrate external systems and data interfaces · OpenAI · Accepted L1Implement tool use and agent workflows · OpenAI · Accepted L1Integrate external systems and data interfaces · Google · Accepted L1Develop business logic and service APIs · ByteDance · Accepted L1Implement tool use and agent workflows · Alibaba · Accepted L1Integrate external systems and data interfaces · xAI · Accepted L1Analyze biological samples and omics data · Anthropic · Accepted L2Build research prototypes and run comparative experiments · OpenAI · Accepted L1Develop algorithms and study computational properties · Microsoft · Accepted L1Develop artistic themes and creative plans · Google · Accepted L1Develop scripts storyboards and production plans · Google · Accepted L1Edit narrative pacing and shot structure · Google · Accepted L1Create compositing animation and visual effects · Google · Accepted L1Handle inquiries and retrieve service answers · OpenAI · Claimed L3 · Accepted L2Manage records documents and office requests · OpenAI · Accepted L2Coordinate schedules meetings and business travel · OpenAI · Accepted L2Plan household schedules purchases and errands · OpenAI · Accepted L1Support accessible communication and community participation · Google · Claimed L3 · Accepted L2Support accessible communication and community participation · Alibaba · Accepted L2Retouch select and deliver photographs · Alibaba · Accepted L2Implement tool use and agent workflows · Moonshot AI · Claimed L3 · Accepted L2Run automated and exploratory tests · Tencent · Claimed L3 · Accepted L2Implement tool use and agent workflows · Microsoft · Accepted L2Implement tool use and agent workflows · Microsoft · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Integrate external systems and data interfaces · Moonshot AI · Accepted L2Integrate models retrieval and context flows · Moonshot AI · Accepted L2Implement tool use and agent workflows · Tencent · Accepted L2Build evaluations and regression sets for model applications · Tencent · Accepted L2Design test scenarios and test data · Tencent · Accepted L2Implement tool use and agent workflows · Moonshot AI · Accepted L2Integrate models retrieval and context flows · Moonshot AI · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L1Implement tool use and agent workflows · OpenAI · Accepted L1Develop business logic and service APIs · Microsoft · Accepted L1Develop business logic and service APIs · OpenAI · Accepted L1Develop business logic and service APIs · Moonshot AI · Accepted L1Manage records documents and office requests · Moonshot AI · Accepted L2Manage records documents and office requests · Moonshot AI · Accepted L1Process validate and deliver customer data · Moonshot AI · Accepted L2Process validate and deliver customer data · Moonshot AI · Accepted L2Record voices edit sound and mix audio · Alibaba · Accepted L1Retouch select and deliver photographs · Tencent · Accepted L1Retouch select and deliver photographs · Alibaba · Accepted L1Develop algorithms and study computational properties · Tencent · Accepted L2Build research prototypes and run comparative experiments · Tencent · Accepted L2Create paintings sculptures and installations · Tencent · Accepted L2Generate environment concepts and background artwork · Tencent · Accepted L2Integrate external systems and data interfaces · Alibaba · Claimed L3 · Accepted L2Implement tool use and agent workflows · Alibaba · Claimed L3 · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Implement tool use and agent workflows · Google · Accepted L1Integrate external systems and data interfaces · OpenAI · Accepted L1Write papers reports and research collaboration materials · Google · Accepted L2Design and screen molecular and material candidates · Microsoft · Accepted L1Develop algorithms and study computational properties · Microsoft · Accepted L1Build research prototypes and run comparative experiments · Microsoft · Accepted L1Process validate and deliver customer data · OpenAI · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Google · Claimed L3 · Accepted L2Record household income and expenses and manage budgets · Google · Accepted L2Develop artistic themes and creative plans · ByteDance · Accepted L2Develop artistic themes and creative plans · ByteDance · Accepted L1Create advertising copy and visual assets · ByteDance · Accepted L2Edit narrative pacing and shot structure · ByteDance · Accepted L2Create compositing animation and visual effects · ByteDance · Accepted L2Develop scripts storyboards and production plans · ByteDance · Accepted L1Edit narrative pacing and shot structure · ByteDance · Accepted L1Check authority validity and applicability · Microsoft · Accepted L1Verify facts sources and evidence chains · Microsoft · Accepted L2Create compositing animation and visual effects · Alibaba · Accepted L1Implement tool use and agent workflows · Microsoft · Accepted L1Develop artistic themes and creative plans · Alibaba · Accepted L2Create paintings sculptures and installations · Alibaba · Accepted L2Create character illustrations and design sheets · Alibaba · Accepted L2Generate environment concepts and background artwork · Alibaba · Accepted L2Create materials textures and asset appearance · Alibaba · Accepted L2Retouch select and deliver photographs · Alibaba · Accepted L2Support accessible communication and community participation · Alibaba · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Alibaba · Claimed L3 · Accepted L2Translate text and standardize terminology · Alibaba · Claimed L4 · Accepted L2Provide conference and on-site interpretation · Alibaba · Claimed L3 · Accepted L2Review localized versions and language quality · Alibaba · Claimed L3 · Accepted L2Develop algorithms and study computational properties · Alibaba · Claimed L3 · Accepted L2Create paintings sculptures and installations · OpenAI · Accepted L2Produce building models drawings and design specifications · OpenAI · Accepted L2Analyze building needs and develop spatial concepts · OpenAI · Accepted L1Generate environment concepts and background artwork · OpenAI · Accepted L2Model and generate character prop and environment 3D assets · OpenAI · Accepted L2Generate terrain environments and world content · OpenAI · Accepted L2Organize fitness recreation and entertainment activities · Google · Accepted L2Develop artistic themes and creative plans · MiniMax · Accepted L1Integrate models retrieval and context flows · Google · Claimed L3 · Accepted L2Integrate external systems and data interfaces · Google · Accepted L2Implement tool use and agent workflows · Microsoft · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Integrate external systems and data interfaces · Alibaba · Accepted L2Implement tool use and agent workflows · Alibaba · Accepted L2Integrate models retrieval and context flows · Alibaba · Accepted L2Integrate external systems and data interfaces · Microsoft · Accepted L1Implement tool use and agent workflows · Microsoft · Accepted L1Integrate models retrieval and context flows · Microsoft · Accepted L1Process validate and deliver customer data · Google · Claimed L3 · Accepted L2Maintain search indexes and information service directories · Google · Claimed L3 · Accepted L2Design routes budgets and itinerary content · Google · Accepted L2Package lodging transport and activity supply · Google · Accepted L2Plan attraction activities and on-site service resources · Google · Accepted L2Develop algorithms and study computational properties · Google · Accepted L1Build research prototypes and run comparative experiments · Google · Accepted L1Write papers reports and research collaboration materials · Google · Accepted L1Support accessible communication and community participation · xAI · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Google · Accepted L1Develop scripts storyboards and production plans · MiniMax · Accepted L1Edit narrative pacing and shot structure · MiniMax · Accepted L1Handle inquiries and retrieve service answers · Alibaba · Accepted L2Implement tool use and agent workflows · OpenAI · Claimed L3 · Accepted L2Integrate models retrieval and context flows · OpenAI · Claimed L3 · Accepted L2Implement tool use and agent workflows · Google · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · Anthropic · Claimed L3 · Accepted L2Integrate models retrieval and context flows · OpenAI · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Integrate models retrieval and context flows · OpenAI · Accepted L2Integrate external systems and data interfaces · Google · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Analyze biological samples and omics data · Anthropic · Accepted L1Develop algorithms and study computational properties · Anthropic · Accepted L1Write papers reports and research collaboration materials · OpenAI · Accepted L1Analyze biological samples and omics data · Google · Accepted L1Write legal opinions and client explanations · OpenAI · Accepted L1Draft pleadings defenses and procedural applications · OpenAI · Accepted L1Assess practical performance and occupational competence · OpenAI · Accepted L1Lay out proofread and produce editions · OpenAI · Accepted L1Commission manuscripts and edit text · OpenAI · Accepted L1Coordinate schedules meetings and business travel · Google · Accepted L2Plan household schedules purchases and errands · Google · Accepted L2Create character illustrations and design sheets · Alibaba · Accepted L2Create advertising copy and visual assets · Alibaba · Accepted L2Handle inquiries and retrieve service answers · xAI · Claimed L3 · Accepted L2Manage records documents and office requests · Google · Accepted L1Integrate models retrieval and context flows · xAI · Claimed L3 · Accepted L2Implement tool use and agent workflows · xAI · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Handle product inquiries and online after-sales service · xAI · Claimed L3 · Accepted L2Design assessments and scoring criteria · Google · Accepted L2Provide learning guidance and student development services · Google · Accepted L2Prepare lesson plans and learning materials · Google · Accepted L2Build evaluations and regression sets for model applications · OpenAI · Accepted L2Reproduce diagnose and verify defect fixes · OpenAI · Accepted L2Design test scenarios and test data · OpenAI · Accepted L2Run automated and exploratory tests · OpenAI · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Integrate external systems and data interfaces · Anthropic · Accepted L2Implement tool use and agent workflows · Anthropic · Accepted L2Integrate models retrieval and context flows · Anthropic · Accepted L2Optimize queries and maintain data integrity · Tencent · Accepted L2Implement data minimization and privacy controls · Google · Accepted L1Implement tool use and agent workflows · Microsoft · Accepted L1Integrate models retrieval and context flows · Microsoft · Accepted L1Build data ingestion transformation and synchronization pipelines · Tencent · Accepted L1Implement tool use and agent workflows · Alibaba · Accepted L1Integrate models retrieval and context flows · Alibaba · Accepted L1Assess practical performance and occupational competence · OpenAI · Accepted L2Assess practical performance and occupational competence · ByteDance · Accepted L2Assess practical performance and occupational competence · MiniMax · Accepted L2Assess practical performance and occupational competence · Alibaba · Accepted L2Develop algorithms and study computational properties · Tencent · Accepted L2Develop algorithms and study computational properties · Google · Accepted L1Develop algorithms and study computational properties · Google · Accepted L1Process validate and deliver customer data · Google · Claimed L3 · Accepted L2Maintain search indexes and information service directories · Google · Accepted L2Process validate and deliver customer data · Anthropic · Accepted L2Process validate and deliver customer data · Tencent · Accepted L2Maintain search indexes and information service directories · Tencent · Accepted L2Handle inquiries and retrieve service answers · Google · Claimed L3 · Accepted L2Handle inquiries and retrieve service answers · Google · Accepted L2Handle product inquiries and online after-sales service · Google · Accepted L2Develop artistic themes and creative plans · Alibaba · Accepted L1Assess practical performance and occupational competence · MiniMax · Claimed L3 · Accepted L2Assess practical performance and occupational competence · OpenAI · Accepted L2Assess practical performance and occupational competence · Microsoft · Accepted L1Develop algorithms and study computational properties · MiniMax · Claimed L3 · Accepted L2Search research literature and synthesize evidence · Google · Claimed L3 · Accepted L2Build research prototypes and run comparative experiments · Meta · Accepted L2Implement tool use and agent workflows · Google · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Implement tool use and agent workflows · Meta · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Build evaluations and regression sets for model applications · OpenAI · Accepted L2Reproduce diagnose and verify defect fixes · OpenAI · Accepted L2Design test scenarios and test data · OpenAI · Accepted L2Run automated and exploratory tests · OpenAI · Accepted L2Integrate external systems and data interfaces · Meta · Accepted L1Develop business logic and service APIs · Microsoft · Accepted L1Implement tool use and agent workflows · Alibaba · Accepted L1Integrate models retrieval and context flows · Alibaba · Accepted L1Develop scripts storyboards and production plans · Alibaba · Accepted L1Edit narrative pacing and shot structure · Alibaba · Accepted L1Create compositing animation and visual effects · Alibaba · Accepted L1Implement tool use and agent workflows · Microsoft · Accepted L2Integrate models retrieval and context flows · Microsoft · Accepted L2Integrate external systems and data interfaces · Microsoft · Accepted L1Test food safety and batch quality · Google · Accepted L2Verify sanitation and trace affected batches · Google · Accepted L2Count inventory and manage warehouse conditions · Google · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Grade preserve and sell fresh merchandise · Google · Accepted L2Count store inventory and manage shrinkage · Google · Accepted L2Develop algorithms and study computational properties · Google · Accepted L2Build research prototypes and run comparative experiments · Google · Accepted L2Develop algorithms and study computational properties · Google · Accepted L2Build research prototypes and run comparative experiments · Google · Accepted L2Analyze biological samples and omics data · OpenAI · Accepted L1Search research literature and synthesize evidence · OpenAI · Accepted L1Write papers reports and research collaboration materials · OpenAI · Accepted L1Analyze biological samples and omics data · Google · Accepted L1Develop algorithms and study computational properties · Google · Accepted L1Review localized versions and language quality · Google · Accepted L2Translate text and standardize terminology · Google · Accepted L2Create layouts illustrations and design deliverables · Google · Accepted L2Create advertising copy and visual assets · MiniMax · Accepted L2Create layouts illustrations and design deliverables · Google · Accepted L1Retouch select and deliver photographs · Google · Accepted L1Create layouts illustrations and design deliverables · MiniMax · Accepted L1Design brand identities and visual systems · MiniMax · Accepted L1Design product appearance and packaging · MiniMax · Accepted L1Implement tool use and agent workflows · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · Alibaba · Claimed L3 · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Implement tool use and agent workflows · MiniMax · Accepted L2Integrate models retrieval and context flows · MiniMax · Accepted L2Implement tool use and agent workflows · Tencent · Accepted L2Integrate external systems and data interfaces · xAI · Accepted L1Integrate external systems and data interfaces · MiniMax · Accepted L1Handle inquiries and retrieve service answers · OpenAI · Claimed L3 · Accepted L2Manage records documents and office requests · Google · Accepted L2Assess practical performance and occupational competence · OpenAI · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Google · Accepted L2Assess practical performance and occupational competence · Google · Accepted L2Assess practical performance and occupational competence · MiniMax · Accepted L2Process validate and deliver customer data · Google · Accepted L2Rig characters and create movement animation · Google · Accepted L2Create character illustrations and design sheets · MiniMax · Accepted L2Create real-time effects and visual feedback · MiniMax · Accepted L2Create compositing animation and visual effects · MiniMax · Claimed L3 · Accepted L2Create compositing animation and visual effects · Google · Accepted L2Edit narrative pacing and shot structure · MiniMax · Accepted L2Create compositing animation and visual effects · MiniMax · Accepted L1Develop artistic themes and creative plans · MiniMax · Accepted L2Develop artistic themes and creative plans · MiniMax · Accepted L1Assess practical performance and occupational competence · OpenAI · Claimed L3 · Accepted L2Deliver language practice and subject tutoring · OpenAI · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Meta · Accepted L2Implement gameplay code and engine components · Meta · Accepted L2Create character illustrations and design sheets · Google · Accepted L2Generate environment concepts and background artwork · Google · Accepted L2Create game interfaces icons and visual guidelines · Google · Accepted L2Implement tool use and agent workflows · Google · Claimed L3 · Accepted L2Build evaluations and regression sets for model applications · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · OpenAI · Claimed L3 · Accepted L2Integrate models retrieval and context flows · OpenAI · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · OpenAI · Claimed L3 · Accepted L2Implement tool use and agent workflows · OpenAI · Claimed L3 · Accepted L2Integrate models retrieval and context flows · OpenAI · Claimed L3 · Accepted L2Implement tool use and agent workflows · OpenAI · Claimed L3 · Accepted L2Integrate models retrieval and context flows · OpenAI · Claimed L3 · Accepted L2Implement tool use and agent workflows · Meta · Accepted L2Integrate external systems and data interfaces · Google · Accepted L2Integrate external systems and data interfaces · Google · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L2Integrate models retrieval and context flows · OpenAI · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L2Implement tool use and agent workflows · Microsoft · Accepted L1Implement tool use and agent workflows · OpenAI · Accepted L1Integrate models retrieval and context flows · OpenAI · Accepted L1Develop algorithms and study computational properties · Google · Accepted L2Build research prototypes and run comparative experiments · Google · Accepted L2Search research literature and synthesize evidence · OpenAI · Accepted L2Write papers reports and research collaboration materials · OpenAI · Accepted L2Develop algorithms and study computational properties · Tencent · Accepted L2Develop algorithms and study computational properties · Google · Accepted L1Handle inquiries and retrieve service answers · OpenAI · Claimed L3 · Accepted L2Handle inquiries and retrieve service answers · OpenAI · Claimed L3 · Accepted L2Handle inquiries and retrieve service answers · OpenAI · Claimed L3 · Accepted L2Manage records documents and office requests · OpenAI · Accepted L1Process validate and deliver customer data · OpenAI · Claimed L3 · Accepted L2Process validate and deliver customer data · OpenAI · Accepted L2Organize content metadata and platform versions · Google · Claimed L3 · Accepted L2Record voices edit sound and mix audio · Tencent · Claimed L3 · Accepted L2Prepare budgets forecasts and variance analysis · OpenAI · Accepted L2Build business valuations and financial models · OpenAI · Accepted L1Conduct financial due diligence and earnings quality analysis · OpenAI · Accepted L1Analyze asset information and investment scenarios · OpenAI · Accepted L2Document financial goals and asset service reports · OpenAI · Accepted L2Handle product inquiries and online after-sales service · OpenAI · Accepted L2Develop artistic themes and creative plans · Google · Accepted L2Analyze research data and derive user insights · OpenAI · Claimed L3 · Accepted L2Create advertising copy and visual assets · Google · Accepted L2Create advertising copy and visual assets · Google · Accepted L2Retouch select and deliver photographs · Google · Accepted L2Manage records documents and office requests · Google · Accepted L2Manage records documents and office requests · OpenAI · Accepted L2Design improvements and track implementation · OpenAI · Accepted L1Assess practical performance and occupational competence · xAI · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Microsoft · Claimed L3 · Accepted L2Assess practical performance and occupational competence · OpenAI · Accepted L1Assess site protection needs and develop plans · OpenAI · Accepted L1Develop algorithms and study computational properties · Google · Accepted L2Develop algorithms and study computational properties · OpenAI · Accepted L1Analyze biological samples and omics data · Google · Accepted L1Implement tool use and agent workflows · Google · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · Microsoft · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Microsoft · Claimed L3 · Accepted L2Monitor security alerts and investigate anomalies · OpenAI · Accepted L2Review code configuration and access permissions · OpenAI · Accepted L2Run automated and exploratory tests · OpenAI · Accepted L2Integrate external systems and data interfaces · xAI · Accepted L2Implement tool use and agent workflows · xAI · Accepted L2Integrate external systems and data interfaces · Anthropic · Accepted L2Implement tool use and agent workflows · Anthropic · Accepted L2Run automated and exploratory tests · Anthropic · Accepted L2Implement tool use and agent workflows · Microsoft · Accepted L2Monitor service health and capacity · Microsoft · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L1Reproduce diagnose and verify defect fixes · OpenAI · Accepted L1Integrate external systems and data interfaces · Microsoft · Accepted L1Implement tool use and agent workflows · Google · Accepted L1Integrate external systems and data interfaces · OpenAI · Accepted L1Create compositing animation and visual effects · Alibaba · Claimed L3 · Accepted L2Compose music and develop audio programme scripts · Google · Accepted L1Record voices edit sound and mix audio · Google · Accepted L1Create advertising copy and visual assets · Alibaba · Claimed L3 · Accepted L2Create layouts illustrations and design deliverables · Alibaba · Claimed L3 · Accepted L2Retouch select and deliver photographs · Google · Accepted L2Create layouts illustrations and design deliverables · MiniMax · Accepted L2Design product appearance and packaging · MiniMax · Accepted L2Retouch select and deliver photographs · MiniMax · Accepted L2Create layouts illustrations and design deliverables · xAI · Accepted L1Execute client trades and verify orders · xAI · Claimed L3 · Accepted L2Analyze asset information and investment scenarios · xAI · Claimed L3 · Accepted L2Construct rebalance and monitor portfolios · xAI · Accepted L2Plan household schedules purchases and errands · Google · Accepted L1Clean wash laundry and organize living spaces · Google · Accepted L1Develop artistic themes and creative plans · Alibaba · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Meta · Accepted L2Provide learning guidance and student development services · Google · Accepted L2Teach subjects and conduct classroom practice · Google · Accepted L1Assess assignments and provide learning feedback · Google · Accepted L1Implement tool use and agent workflows · Meta · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Meta · Claimed L3 · Accepted L2Implement tool use and agent workflows · OpenAI · Claimed L3 · Accepted L2Implement tool use and agent workflows · Microsoft · Claimed L3 · Accepted L2Implement tool use and agent workflows · Meta · Accepted L2Integrate external systems and data interfaces · Meta · Accepted L2Integrate models retrieval and context flows · Microsoft · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Integrate models retrieval and context flows · Microsoft · Accepted L2Monitor service health and capacity · Microsoft · Accepted L2Integrate external systems and data interfaces · Microsoft · Accepted L1Resolve incidents and perform rollback and recovery · Microsoft · Accepted L1Plan household schedules purchases and errands · Meta · Accepted L2Develop artistic themes and creative plans · OpenAI · Accepted L2Create paintings sculptures and installations · OpenAI · Accepted L2Create paintings sculptures and installations · OpenAI · Accepted L2Develop artistic themes and creative plans · Google · Accepted L2Create character illustrations and design sheets · OpenAI · Accepted L2Generate environment concepts and background artwork · OpenAI · Accepted L2Create character illustrations and design sheets · OpenAI · Accepted L2Generate environment concepts and background artwork · OpenAI · Accepted L2Create game interfaces icons and visual guidelines · OpenAI · Accepted L2Create game interfaces icons and visual guidelines · OpenAI · Accepted L1Create layouts illustrations and design deliverables · OpenAI · Accepted L2Retouch select and deliver photographs · OpenAI · Accepted L2Create layouts illustrations and design deliverables · OpenAI · Accepted L2Retouch select and deliver photographs · OpenAI · Accepted L2Design product appearance and packaging · OpenAI · Accepted L1Form hypotheses and build mathematical and physical models · OpenAI · Claimed L3 · Accepted L2Analyze biological samples and omics data · Google · Claimed L3 · Accepted L2Develop algorithms and study computational properties · Google · Claimed L3 · Accepted L2Maintain search indexes and information service directories · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · Google · Claimed L3 · Accepted L2Integrate models retrieval and context flows · OpenAI · Claimed L3 · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Implement tool use and agent workflows · Google · Accepted L1Handle inquiries and retrieve service answers · Google · Accepted L2Manage records documents and office requests · Google · Accepted L2Manage onboarding departures and personnel records · Google · Accepted L1Analyze role requirements and source candidates · Google · Accepted L1Screen interview and coordinate hiring · Google · Accepted L1Administer staffing arrangements and personnel service records · Google · Accepted L1Implement tool use and agent workflows · Microsoft · Accepted L1Assess practical performance and occupational competence · Google · Accepted L2Direct live broadcasts and monitor playout · Google · Accepted L1Implement tool use and agent workflows · xAI · Claimed L3 · Accepted L2Implement tool use and agent workflows · Google · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Integrate external systems and data interfaces · Google · Accepted L2Integrate external systems and data interfaces · Google · Accepted L1Implement tool use and agent workflows · Google · Accepted L1Integrate models retrieval and context flows · Google · Accepted L1Implement tool use and agent workflows · Microsoft · Accepted L1Integrate models retrieval and context flows · Microsoft · Accepted L1Integrate external systems and data interfaces · Google · Accepted L1Develop artistic themes and creative plans · xAI · Claimed L3 · Accepted L2Edit narrative pacing and shot structure · xAI · Claimed L3 · Accepted L2Create compositing animation and visual effects · xAI · Claimed L3 · Accepted L2Develop algorithms and study computational properties · Meta · Claimed L3 · Accepted L2Build research prototypes and run comparative experiments · Meta · Accepted L2Route cases and track service outcomes · Google · Claimed L3 · Accepted L2Handle inquiries and retrieve service answers · Google · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Google · Claimed L3 · Accepted L2Process validate and deliver customer data · Google · Claimed L3 · Accepted L2Manage telecom accounts plans and service changes · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · Google · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · Microsoft · Accepted L2Implement tool use and agent workflows · xAI · Accepted L2Develop business logic and service APIs · Google · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Integrate external systems and data interfaces · Meta · Accepted L1Implement tool use and agent workflows · Google · Accepted L1Integrate external systems and data interfaces · xAI · Accepted L1Implement tool use and agent workflows · Tencent · Accepted L1Assess practical performance and occupational competence · Anthropic · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Microsoft · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Google · Accepted L2Assess practical performance and occupational competence · Alibaba · Accepted L1Develop algorithms and study computational properties · Anthropic · Claimed L3 · Accepted L2Build research prototypes and run comparative experiments · Microsoft · Accepted L1Support accessible communication and community participation · Google · Claimed L3 · Accepted L2Translate text and standardize terminology · Google · Claimed L4 · Accepted L2Provide conference and on-site interpretation · Google · Claimed L3 · Accepted L2Compose music and develop audio programme scripts · Google · Claimed L3 · Accepted L2Record household income and expenses and manage budgets · xAI · Accepted L1Process validate and deliver customer data · xAI · Claimed L3 · Accepted L2Analyze building needs and develop spatial concepts · Google · Accepted L1Produce building models drawings and design specifications · Google · Accepted L1Design core mechanics and interaction rules · Google · Accepted L1Design level layouts and encounter pacing · Google · Accepted L1Generate terrain environments and world content · Google · Accepted L1Implement tool use and agent workflows · OpenAI · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Alibaba · Claimed L3 · Accepted L2Integrate external systems and data interfaces · Alibaba · Claimed L3 · Accepted L2Implement tool use and agent workflows · Alibaba · Claimed L3 · Accepted L2Develop business logic and service APIs · OpenAI · Accepted L2Implement web mobile and desktop interfaces · OpenAI · Accepted L2Integrate external systems and data interfaces · Alibaba · Accepted L2Build evaluations and regression sets for model applications · Alibaba · Accepted L2Implement web mobile and desktop interfaces · Google · Accepted L1Implement tool use and agent workflows · Alibaba · Accepted L1Assess practical performance and occupational competence · OpenAI · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Alibaba · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Microsoft · Accepted L2Collect and prepare earth and environmental observations · Google · Claimed L3 · Accepted L2Develop algorithms and study computational properties · Google · Accepted L2Build research prototypes and run comparative experiments · Google · Accepted L2Build research prototypes and run comparative experiments · Alibaba · Accepted L2Analyze biological samples and omics data · Google · Accepted L1Develop algorithms and study computational properties · Google · Accepted L1Build research prototypes and run comparative experiments · Google · Accepted L1Analyze biological samples and omics data · Google · Accepted L1Manage records documents and office requests · Google · Accepted L1Support accessible communication and community participation · Microsoft · Claimed L3 · Accepted L2Support accessible communication and community participation · Google · Accepted L2Process validate and deliver customer data · Alibaba · Claimed L3 · Accepted L2Maintain search indexes and information service directories · Alibaba · Claimed L3 · Accepted L2Create product information and listings · Alibaba · Claimed L3 · Accepted L2Handle product inquiries and online after-sales service · Alibaba · Claimed L3 · Accepted L2Process online orders and fulfillment exceptions · Alibaba · Claimed L3 · Accepted L2Implement tool use and agent workflows · Anthropic · Claimed L3 · Accepted L2Implement tool use and agent workflows · Alibaba · Claimed L3 · Accepted L2Implement tool use and agent workflows · Meta · Accepted L2Integrate models retrieval and context flows · Meta · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Develop business logic and service APIs · Alibaba · Accepted L2Implement web mobile and desktop interfaces · Alibaba · Accepted L2Integrate models retrieval and context flows · Alibaba · Accepted L2Develop business logic and service APIs · Meta · Accepted L1Develop business logic and service APIs · Google · Accepted L1Monitor security alerts and investigate anomalies · Google · Accepted L1Review code configuration and access permissions · Google · Accepted L1Integrate models retrieval and context flows · Google · Accepted L1Create advertising copy and visual assets · OpenAI · Accepted L2Develop audience strategies and advertising concepts · OpenAI · Accepted L2Configure campaigns and analyze performance · OpenAI · Accepted L1Develop algorithms and study computational properties · Alibaba · Claimed L3 · Accepted L2Develop algorithms and study computational properties · Google · Accepted L2Develop algorithms and study computational properties · MiniMax · Accepted L2Build research prototypes and run comparative experiments · MiniMax · Accepted L2Build research prototypes and run comparative experiments · Alibaba · Accepted L1Prepare experimental data code and reproducibility materials · Alibaba · Accepted L1Write papers reports and research collaboration materials · Alibaba · Accepted L1Create branching dialogue and character expression · MiniMax · Claimed L3 · Accepted L2Create game sound effects music and spatial audio · Alibaba · Claimed L3 · Accepted L2Create real-time effects and visual feedback · MiniMax · Accepted L2Rig characters and create movement animation · MiniMax · Accepted L2Create branching dialogue and character expression · MiniMax · Accepted L2Develop artistic themes and creative plans · MiniMax · Accepted L1Develop scripts storyboards and production plans · MiniMax · Accepted L2Assess practical performance and occupational competence · Alibaba · Claimed L3 · Accepted L2Assess practical performance and occupational competence · Alibaba · Accepted L2Write legal opinions and client explanations · Google · Accepted L1Organize facts and identify legal issues · Google · Accepted L1Create real-time effects and visual feedback · MiniMax · Claimed L3 · Accepted L2Write lore stories and quest text · MiniMax · Accepted L1Translate text and standardize terminology · Google · Claimed L3 · Accepted L2Review localized versions and language quality · Google · Accepted L2Create advertising copy and visual assets · Alibaba · Accepted L2Create layouts illustrations and design deliverables · Alibaba · Accepted L2Collect and prepare earth and environmental observations · Google · Claimed L3 · Accepted L2Develop algorithms and study computational properties · Tencent · Claimed L3 · Accepted L2Develop algorithms and study computational properties · Google · Accepted L2Build research prototypes and run comparative experiments · Google · Accepted L2Model climate geological and environmental processes · Google · Accepted L2Design experiments and observations and analyze physical data · Google · Accepted L2Build research prototypes and run comparative experiments · xAI · Accepted L1Develop algorithms and study computational properties · Anthropic · Accepted L1Build research prototypes and run comparative experiments · Anthropic · Accepted L1Assess practical performance and occupational competence · Alibaba · Claimed L3 · Accepted L2Deliver language practice and subject tutoring · OpenAI · Accepted L2Assess practical performance and occupational competence · xAI · Accepted L2Implement tool use and agent workflows · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · Google · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · Alibaba · Accepted L2Develop business logic and service APIs · Anthropic · Accepted L1Implement tool use and agent workflows · Tencent · Accepted L1Support accessible communication and community participation · Meta · Claimed L3 · Accepted L2Design improvements and track implementation · Tencent · Claimed L3 · Accepted L2Handle inquiries and retrieve service answers · Google · Claimed L3 · Accepted L2Handle product inquiries and online after-sales service · Google · Claimed L3 · Accepted L2Handle product inquiries and online after-sales service · Alibaba · Accepted L2Match buyers and sellers and verify trade terms · Alibaba · Accepted L2Assist shoppers process checkout and handle store returns · Alibaba · Accepted L2Request quotations negotiate and manage purchase orders · Alibaba · Accepted L2Create product information and listings · Alibaba · Accepted L1Process online orders and fulfillment exceptions · Alibaba · Accepted L1Develop artistic themes and creative plans · Tencent · Accepted L1Verify opening documents and establish accounts · Tencent · Accepted L2Process validate and deliver customer data · Tencent · Claimed L3 · Accepted L2Create real-time effects and visual feedback · Google · Claimed L3 · Accepted L2Create branching dialogue and character expression · MiniMax · Accepted L2Generate terrain environments and world content · Meta · Accepted L1Implement tool use and agent workflows · Microsoft · Claimed L3 · Accepted L2Implement web mobile and desktop interfaces · Google · Accepted L2Implement tool use and agent workflows · Meta · Accepted L2Integrate models retrieval and context flows · Meta · Accepted L2Integrate models retrieval and context flows · Alibaba · Accepted L2Implement tool use and agent workflows · Meta · Accepted L1Run automated and exploratory tests · Anthropic · Accepted L1Develop business logic and service APIs · Meta · Accepted L1Integrate external systems and data interfaces · Google · Accepted L1Implement tool use and agent workflows · Tencent · Accepted L1Integrate external systems and data interfaces · Alibaba · Accepted L1Implement tool use and agent workflows · Alibaba · Accepted L1Monitor security alerts and investigate anomalies · Tencent · Accepted L1Forecast renewable output and plan operations · Google · Accepted L2Develop algorithms and study computational properties · Google · Accepted L2Build research prototypes and run comparative experiments · Google · Accepted L2Analyze biological samples and omics data · Microsoft · Accepted L2Develop algorithms and study computational properties · Microsoft · Accepted L1Build research prototypes and run comparative experiments · Microsoft · Accepted L1Collect and process samples and perform laboratory tests · Microsoft · Accepted L1Interpret examination results and prepare diagnostic reports · Microsoft · Accepted L1Review unusual transactions and customer compliance records · Tencent · Accepted L1Develop algorithms and study computational properties · Tencent · Accepted L1Demonstrate occupational skills and conduct practical training · Anthropic · Claimed L3 · Accepted L2Demonstrate occupational skills and conduct practical training · Microsoft · Accepted L1Provide learning guidance and student development services · Google · Accepted L1Prepare lesson plans and learning materials · Google · Accepted L1Integrate external systems and data interfaces · Alibaba · Claimed L3 · Accepted L2Implement tool use and agent workflows · Alibaba · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Alibaba · Claimed L3 · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Integrate models retrieval and context flows · OpenAI · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Integrate models retrieval and context flows · Google · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Integrate models retrieval and context flows · OpenAI · Accepted L2Develop business logic and service APIs · Microsoft · Accepted L1Implement web mobile and desktop interfaces · Microsoft · Accepted L1Integrate external systems and data interfaces · Microsoft · Accepted L1Implement tool use and agent workflows · Microsoft · Accepted L1Run automated and exploratory tests · Microsoft · Accepted L1Integrate external systems and data interfaces · OpenAI · Accepted L1Integrate external systems and data interfaces · Google · Accepted L1Design improvements and track implementation · Anthropic · Claimed L3 · Accepted L2Handle inquiries and retrieve service answers · Google · Accepted L2Manage onboarding departures and personnel records · Google · Accepted L2Handle inquiries and retrieve service answers · OpenAI · Accepted L1Manage records documents and office requests · OpenAI · Accepted L1Develop algorithms and study computational properties · Anthropic · Claimed L3 · Accepted L2Build research prototypes and run comparative experiments · Anthropic · Claimed L3 · Accepted L2Search research literature and synthesize evidence · Anthropic · Claimed L3 · Accepted L2Build research prototypes and run comparative experiments · OpenAI · Accepted L1Prepare experimental data code and reproducibility materials · OpenAI · Accepted L1Write papers reports and research collaboration materials · OpenAI · Accepted L1Process validate and deliver customer data · Google · Claimed L3 · Accepted L2Maintain search indexes and information service directories · Google · Claimed L3 · Accepted L2Process validate and deliver customer data · Alibaba · Claimed L3 · Accepted L2Grade mix subtitle and deliver masters · Alibaba · Accepted L2Edit narrative pacing and shot structure · Alibaba · Accepted L2Create compositing animation and visual effects · Alibaba · Accepted L2Develop artistic themes and creative plans · Google · Accepted L2Develop artistic themes and creative plans · Google · Accepted L1Grade mix subtitle and deliver masters · Alibaba · Claimed L3 · Accepted L2Edit narrative pacing and shot structure · Alibaba · Claimed L3 · Accepted L2Create compositing animation and visual effects · Alibaba · Claimed L3 · Accepted L2Create compositing animation and visual effects · Google · Accepted L2Create compositing animation and visual effects · Google · Accepted L2Grade mix subtitle and deliver masters · Google · Accepted L1Edit narrative pacing and shot structure · Google · Accepted L1Develop algorithms and study computational properties · Google · Accepted L2Build research prototypes and run comparative experiments · Google · Accepted L2Collect and prepare earth and environmental observations · Google · Accepted L2Develop algorithms and study computational properties · Google · Accepted L1Build research prototypes and run comparative experiments · Google · Accepted L1Write papers reports and research collaboration materials · Google · Accepted L1Implement tool use and agent workflows · Google · Claimed L3 · Accepted L2Integrate models retrieval and context flows · Google · Claimed L3 · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Integrate external systems and data interfaces · Google · Accepted L2Integrate external systems and data interfaces · Google · Accepted L2Implement tool use and agent workflows · Anthropic · Accepted L2Implement tool use and agent workflows · Alibaba · Accepted L1Develop business logic and service APIs · Alibaba · Accepted L1Implement tool use and agent workflows · Alibaba · Accepted L1Integrate models retrieval and context flows · Alibaba · Accepted L1Book travel services and verify vouchers · Google · Claimed L3 · Accepted L2Package lodging transport and activity supply · Google · Claimed L3 · Accepted L2Design routes budgets and itinerary content · Google · Accepted L2Support accessible communication and community participation · Google · Claimed L3 · Accepted L2Create layouts illustrations and design deliverables · Google · Accepted L1Manage records documents and office requests · Alibaba · Accepted L1Assess practical performance and occupational competence · Alibaba · Accepted L2Route cases and track service outcomes · Google · Accepted L3Handle inquiries and retrieve service answers · Google · Accepted L3Manage records documents and office requests · Google · Accepted L3Manage onboarding departures and personnel records · Google · Accepted L3Administer staffing arrangements and personnel service records · Google · Accepted L3Handle inquiries and retrieve service answers · xAI · Claimed L3 · Accepted L2Manage records documents and office requests · Anthropic · Accepted L2Manage records documents and office requests · Google · Accepted L2Manage records documents and office requests · Alibaba · Accepted L2Implement tool use and agent workflows · Google · Accepted L3Implement tool use and agent workflows · Anthropic · Claimed L3 · Accepted L2Implement tool use and agent workflows · Google · Claimed L3 · Accepted L2Integrate external systems and data interfaces · xAI · Accepted L2Implement tool use and agent workflows · xAI · Accepted L2Implement tool use and agent workflows · Microsoft · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Integrate external systems and data interfaces · Google · Accepted L2Implement tool use and agent workflows · xAI · Accepted L2Implement web mobile and desktop interfaces · Alibaba · Accepted L2Implement tool use and agent workflows · Alibaba · Accepted L2Integrate models retrieval and context flows · Alibaba · Accepted L2Implement tool use and agent workflows · Google · Accepted L1Design user flows and interaction prototypes · Google · Accepted L1Develop business logic and service APIs · OpenAI · Accepted L1Build evaluations and regression sets for model applications · Microsoft · Accepted L1Implement tool use and agent workflows · OpenAI · Accepted L1Implement tool use and agent workflows · Microsoft · Accepted L1Implement tool use and agent workflows · Microsoft · Accepted L1Integrate external systems and data interfaces · Google · Accepted L1Integrate external systems and data interfaces · Alibaba · Accepted L1Implement tool use and agent workflows · Alibaba · Accepted L1Integrate models retrieval and context flows · Alibaba · Accepted L1Process validate and deliver customer data · Anthropic · Accepted L2Book travel services and verify vouchers · Anthropic · Accepted L2Develop artistic themes and creative plans · Google · Accepted L1Create layouts illustrations and design deliverables · Google · Accepted L1Design product appearance and packaging · Google · Accepted L1Create layouts illustrations and design deliverables · Meta · Accepted L1Assess practical performance and occupational competence · Google · Accepted L3Assess practical performance and occupational competence · Alibaba · Accepted L2Assess practical performance and occupational competence · OpenAI · Accepted L1Design assessments and scoring criteria · Google · Accepted L1Provide learning guidance and student development services · Google · Accepted L1Analyze biological samples and omics data · Google · Accepted L2Develop algorithms and study computational properties · Google · Accepted L2Build research prototypes and run comparative experiments · Google · Accepted L1Support accessible communication and community participation · Google · Claimed L3 · Accepted L2Rig characters and create movement animation · Alibaba · Claimed L3 · Accepted L2Assess practical performance and occupational competence · MiniMax · Claimed L3 · Accepted L2Demonstrate occupational skills and conduct practical training · Google · Accepted L2Assess practical performance and occupational competence · Alibaba · Accepted L2Provide learning guidance and student development services · Google · Accepted L1Implement tool use and agent workflows · MiniMax · Claimed L3 · Accepted L2Implement tool use and agent workflows · OpenAI · Claimed L3 · Accepted L2Implement data minimization and privacy controls · OpenAI · Accepted L2Integrate models retrieval and context flows · OpenAI · Accepted L2Integrate external systems and data interfaces · OpenAI · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Integrate models retrieval and context flows · Anthropic · Accepted L2Implement tool use and agent workflows · Google · Accepted L2Integrate external systems and data interfaces · Alibaba · Accepted L2Develop business logic and service APIs · OpenAI · Accepted L1Implement web mobile and desktop interfaces · OpenAI · Accepted L1Integrate external systems and data interfaces · MiniMax · Accepted L1Manage gas connections metering and service orders · OpenAI · Accepted L2Verify opening documents and establish accounts · OpenAI · Accepted L2Verify opening documents and establish accounts · Alibaba · Accepted L2Schedule healthcare resources appointments and patient flows · OpenAI · Accepted L2Manage telecom accounts plans and service changes · OpenAI · Accepted L2Process validate and deliver customer data · Alibaba · Accepted L2Book travel services and verify vouchers · OpenAI · Accepted L2Create real-time effects and visual feedback · Google · Accepted L2Rig characters and create movement animation · Google · Accepted L2Rig characters and create movement animation · Alibaba · Accepted L2Develop algorithms and study computational properties · Google · Accepted L2Build research prototypes and run comparative experiments · Alibaba · Accepted L2Build research prototypes and run comparative experiments · Google · Accepted L1Create compositing animation and visual effects · Google · Claimed L3 · Accepted L2Grade mix subtitle and deliver masters · Google · Accepted L2Create compositing animation and visual effects · Alibaba · Accepted L2Manage records documents and office requests · Google · Accepted L1Analyze role requirements and source candidates · Google · Accepted L1Screen interview and coordinate hiring · Google · Accepted L1Administer staffing arrangements and personnel service records · Google · Accepted L1Support accessible communication and community participation · Google · Accepted L2Create advertising copy and visual assets · Alibaba · Claimed L3 · Accepted L2Develop artistic themes and creative plans · Alibaba · Accepted L2Develop algorithms and study computational properties · MiniMax · Accepted L1Build research prototypes and run comparative experiments · MiniMax · Accepted L1Implement tool use and agent workflows · Alibaba · Claimed L3 · Accepted L2Build release pipelines and deploy versions · Alibaba · Claimed L3 · Accepted L2Implement tool use and agent workflows · OpenAI · Accepted L2Integrate external systems and data interfaces · Google · Accepted L2Implement tool use and agent workflows · Moonshot AI · Accepted L2Integrate models retrieval and context flows · Moonshot AI · Accepted L2Implement tool use and agent workflows · Tencent · Accepted L2Implement tool use and agent workflows · Google · Accepted L1Implement tool use and agent workflows · Tencent · Accepted L1Develop business logic and service APIs · Moonshot AI · Accepted L1Support accessible communication and community participation · Google · Claimed L3 · Accepted L2Provide conference and on-site interpretation · Google · Claimed L3 · Accepted L2Review localized versions and language quality · Google · Claimed L3 · Accepted L2Translate text and standardize terminology · Google · Claimed L3 · Accepted L2Create advertising copy and visual assets · Moonshot AI · Accepted L2Create layouts illustrations and design deliverables · Moonshot AI · Accepted L2Record voices edit sound and mix audio · MiniMax · Accepted L2Compose music and develop audio programme scripts · MiniMax · Accepted L1Develop scripts storyboards and production plans · Moonshot AI · Accepted L1Develop artistic themes and creative plans · Moonshot AI · Accepted L2Create paintings sculptures and installations · Moonshot AI · Accepted L2Create character illustrations and design sheets · Moonshot AI · Accepted L2Generate environment concepts and background artwork · Moonshot AI · Accepted L2Implement tool use and agent workflows · Tencent · Accepted L1
[ 05 / 07 ]  COVERAGE BY COMPANY

Updates from 12 companies bear on specific work. Google reaches the most markets: 66

14 tracked. 12 already reaching specific work. Point at a cell to see the markets.

Number: kinds of work · Colour: highest accepted level · Point at a cell for its markets

Point at a cell to see the markets behind it.Highest acceptedL1L2L3
Company
Software products and digital systems
Scientific research and development
Marketing design and language services
Game development and operations
Publishing news and audiovisual content
Management and business support services
Education teaching and learning services
Legal services
Telecommunications and computing services
Banking payments and investment services
Arts culture sports and recreation
Wholesale retail and commerce
Household management and unpaid work
Travel planning and convention services
Care and social work
Medical diagnosis and treatment services
Engineering design and technical testing
Accounting tax and financial management
Freight warehousing and delivery
Food beverage and agricultural processing
Power gas and thermal energy services
International organizations and cross-border public cooperation
Facilities grounds and security services
Insurance reinsurance and pension services
Public administration and public protection
Google134 updates
66 marketsMost: Application interfaces and business development
OpenAI58 updates
42 marketsMost: Game art and asset creation
Alibaba58 updates
31 marketsMost: Application interfaces and business development
Tencent23 updates
19 marketsMost: Model applications and agent systems
Microsoft45 updates
16 marketsMost: Application interfaces and business development
Meta18 updates
15 marketsMost: Application interfaces and business development
MiniMax16 updates
15 marketsMost: Brand visual and specialist design
Anthropic20 updates
14 marketsMost: Application interfaces and business development
xAI13 updates
14 marketsMost: Asset and wealth management
Moonshot AI3 updates
9 marketsMost: Application interfaces and business development
ByteDance7 updates
7 marketsMost: Video editing and visual post-production
Zhipu AI1 updates
1 marketsMost: Model applications and agent systems
[ 06 / 07 ]  ATTENTION AND LEVEL

Most watched: 137M views, L2. Furthest along: 11.3K views, L3

Attention never counts toward a level.

One dot: one update · Across: views, log scale · Bands: accepted level · Select a dot to open the update

1001K10K100K1M10M100MViews of the source posts →L33 updatesmedian 6.92KL2293 updatesmedian 78.2KL1100 updatesmedian 44K
[ 07 / 07 ]  KNOWLEDGE GRAPH

674 nodes, 1722 relations

Every conclusion traces back to its source. Pick a node to start.

Select a node for its relations · Drag to move · Buttons to zoom

Every AI update could change your answer.

SurviAGI is an initiative to make AI’s progress toward taking over the world more transparent and credible.

See every updateRead the whitepaper