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data-diff: ❌ Found differences
= Dataset garden/artificial_intelligence/2025-03-12/epoch
  ~ Table epoch (changed metadata)
-     -     date_accessed: '2026-01-26'
+     +     date_accessed: '2026-02-02'
    ~ Dim days_since_1949
+       + New values: 1 / 977 (0.10%)
                 model  days_since_1949
          MiniMax M2.1            28115
    ~ Dim model
+       + New values: 1 / 977 (0.10%)
           days_since_1949        model
                     28115 MiniMax M2.1
    ~ Column domain (new data)
+       + New values: 1 / 977 (0.10%)
           days_since_1949        model   domain
                     28115 MiniMax M2.1 Language
    ~ Column organization_categorization (new data)
+       + New values: 1 / 977 (0.10%)
           days_since_1949        model organization_categorization
                     28115 MiniMax M2.1                    Industry
    ~ Column parameters (new data)
+       + New values: 1 / 977 (0.10%)
           days_since_1949        model   parameters
                     28115 MiniMax M2.1 229000000000
    ~ Column publication_date (new data)
+       + New values: 1 / 977 (0.10%)
           days_since_1949        model publication_date
                     28115 MiniMax M2.1       2025-12-23
    ~ Column training_computation_petaflop (new data, changed data)
+       + New values: 1 / 977 (0.10%)
           days_since_1949        model  training_computation_petaflop
                     28115 MiniMax M2.1                           <NA>
        ~ Changed values: 1 / 977 (0.10%)
           days_since_1949  model  training_computation_petaflop -  training_computation_petaflop +
                     28082 Olmo 3                             <NA>                     1100000000.0
    ~ Column training_dataset_size__gradients (new data)
+       + New values: 1 / 977 (0.10%)
           days_since_1949        model  training_dataset_size__gradients
                     28115 MiniMax M2.1                              <NA>
= Dataset garden/artificial_intelligence/2025-03-12/epoch_aggregates_affiliation
  ~ Table epoch_aggregates_affiliation (changed metadata)
-     -     date_accessed: '2026-01-26'
+     +     date_accessed: '2026-02-02'
    ~ Column cumulative_count (changed metadata, changed data)
-       -   Describes the sector where the authors of a notable AI system have their primary affiliations. The 2026 data is incomplete and was last updated 26 January 2026.
+       +   Describes the sector where the authors of a notable AI system have their primary affiliations. The 2026 data is incomplete and was last updated 02 February 2026.

        ~ Changed values: 1 / 305 (0.33%)
           year organization_categorization  cumulative_count -  cumulative_count +
           2025                    Industry                 515                 516
    ~ Column yearly_count (changed metadata, changed data)
-       -   Describes the sector where the authors of a notable AI system have their primary affiliations. The 2026 data is incomplete and was last updated 26 January 2026.
+       +   Describes the sector where the authors of a notable AI system have their primary affiliations. The 2026 data is incomplete and was last updated 02 February 2026.

        ~ Changed values: 1 / 305 (0.33%)
           year organization_categorization  yearly_count -  yearly_count +
           2025                    Industry              83              84
= Dataset garden/artificial_intelligence/2025-03-12/epoch_aggregates_domain
  ~ Table epoch_aggregates_domain (changed metadata)
-     -     date_accessed: '2026-01-26'
+     +     date_accessed: '2026-02-02'
    ~ Column cumulative_count (changed metadata, changed data)
-       -   Describes the specific area, application, or field in which an AI system is designed to operate. An AI system can operate in more than one domain, thus contributing to the count for multiple domains. The 2026 data is incomplete and was last updated 26 January 2026.
+       +   Describes the specific area, application, or field in which an AI system is designed to operate. An AI system can operate in more than one domain, thus contributing to the count for multiple domains. The 2026 data is incomplete and was last updated 02 February 2026.

        ~ Changed values: 1 / 793 (0.13%)
           year   domain  cumulative_count -  cumulative_count +
           2025 Language                 484                 485
    ~ Column yearly_count (changed metadata, changed data)
-       -   Describes the specific area, application, or field in which an AI system is designed to operate. An AI system can operate in more than one domain, thus contributing to the count for multiple domains. The 2026 data is incomplete and was last updated 26 January 2026.
+       +   Describes the specific area, application, or field in which an AI system is designed to operate. An AI system can operate in more than one domain, thus contributing to the count for multiple domains. The 2026 data is incomplete and was last updated 02 February 2026.

        ~ Changed values: 1 / 793 (0.13%)
           year   domain  yearly_count -  yearly_count +
           2025 Language              78              79
= Dataset garden/artificial_intelligence/2025-03-12/epoch_compute_intensive
  ~ Table epoch_compute_intensive (changed metadata)
-     -     date_accessed: '2026-01-26'
+     +     date_accessed: '2026-02-20'
    ~ Dim days_since_1949
+       + New values: 9 / 485 (1.86%)
                               model  days_since_1949
                       GPT-3.5 Turbo            27191
              GPT-3.5 Turbo Instruct            27298
                              o1-pro            27836
          Qwen3-235B-A22B (Jul 2025)            27964
                              Olmo 3            28082
-       - Removed values: 8 / 485 (1.65%)
                                        model  days_since_1949
                                GPT-3.5 Turbo            26996
                            GPT-4o (May 2024)            27526
                  Gemini 2.5 Flash (Apr 2025)            27865
          Qwen3-235B-A22B-Instruct (Jul 2025)            27964
                  Gemini 2.5 Flash (Sep 2025)            28026
    ~ Dim model
+       + New values: 9 / 485 (1.86%)
           days_since_1949                      model
                     27191              GPT-3.5 Turbo
                     27298     GPT-3.5 Turbo Instruct
                     27836                     o1-pro
                     27964 Qwen3-235B-A22B (Jul 2025)
                     28082                     Olmo 3
-       - Removed values: 8 / 485 (1.65%)
           days_since_1949                               model
                     26996                       GPT-3.5 Turbo
                     27526                   GPT-4o (May 2024)
                     27865         Gemini 2.5 Flash (Apr 2025)
                     27964 Qwen3-235B-A22B-Instruct (Jul 2025)
                     28026         Gemini 2.5 Flash (Sep 2025)
    ~ Column domain (new data, changed data)
+       + New values: 9 / 485 (1.86%)
           days_since_1949                      model                          domain
                     27191              GPT-3.5 Turbo                        Language
                     27298     GPT-3.5 Turbo Instruct                        Language
                     27836                     o1-pro Language,Mathematics,Multimodal
                     27964 Qwen3-235B-A22B (Jul 2025)                        Language
                     28082                     Olmo 3                        Language
-       - Removed values: 8 / 485 (1.65%)
           days_since_1949                               model                                  domain
                     26996                       GPT-3.5 Turbo                                Language
                     27526                   GPT-4o (May 2024) Multimodal,Language,Audio,Speech,Vision
                     27865         Gemini 2.5 Flash (Apr 2025) Language,Multimodal,Vision,Speech,Video
                     27964 Qwen3-235B-A22B-Instruct (Jul 2025)                                Language
                     28026         Gemini 2.5 Flash (Sep 2025) Language,Multimodal,Vision,Speech,Video
    ~ Column parameters (new data, changed data)
+       + New values: 9 / 485 (1.86%)
           days_since_1949                      model   parameters
                     27191              GPT-3.5 Turbo  20000000000
                     27298     GPT-3.5 Turbo Instruct  20000000000
                     27836                     o1-pro         <NA>
                     27964 Qwen3-235B-A22B (Jul 2025) 235000000000
                     28082                     Olmo 3  32000000000
-       - Removed values: 8 / 485 (1.65%)
           days_since_1949                               model   parameters
                     26996                       GPT-3.5 Turbo  20000000000
                     27526                   GPT-4o (May 2024)         <NA>
                     27865         Gemini 2.5 Flash (Apr 2025)         <NA>
                     27964 Qwen3-235B-A22B-Instruct (Jul 2025) 235000000000
                     28026         Gemini 2.5 Flash (Sep 2025)         <NA>
    ~ Column publication_date (new data, changed data)
+       + New values: 9 / 485 (1.86%)
           days_since_1949                      model publication_date
                     27191              GPT-3.5 Turbo       2023-06-13
                     27298     GPT-3.5 Turbo Instruct       2023-09-28
                     27836                     o1-pro       2025-03-19
                     27964 Qwen3-235B-A22B (Jul 2025)       2025-07-25
                     28082                     Olmo 3       2025-11-20
-       - Removed values: 8 / 485 (1.65%)
           days_since_1949                               model publication_date
                     26996                       GPT-3.5 Turbo       2022-11-30
                     27526                   GPT-4o (May 2024)       2024-05-13
                     27865         Gemini 2.5 Flash (Apr 2025)       2025-04-17
                     27964 Qwen3-235B-A22B-Instruct (Jul 2025)       2025-07-25
                     28026         Gemini 2.5 Flash (Sep 2025)       2025-09-25
    ~ Column training_computation_petaflop (new data, changed data)
+       + New values: 9 / 485 (1.86%)
           days_since_1949                      model  training_computation_petaflop
                     27191              GPT-3.5 Turbo                           <NA>
                     27298     GPT-3.5 Turbo Instruct                           <NA>
                     27836                     o1-pro                           <NA>
                     27964 Qwen3-235B-A22B (Jul 2025)                   4752000000.0
                     28082                     Olmo 3                   1100000000.0
-       - Removed values: 8 / 485 (1.65%)
           days_since_1949                               model  training_computation_petaflop
                     26996                       GPT-3.5 Turbo                           <NA>
                     27526                   GPT-4o (May 2024)                           <NA>
                     27865         Gemini 2.5 Flash (Apr 2025)                           <NA>
                     27964 Qwen3-235B-A22B-Instruct (Jul 2025)                   4752000000.0
                     28026         Gemini 2.5 Flash (Sep 2025)                           <NA>
        ~ Changed values: 2 / 485 (0.41%)
           days_since_1949          model  training_computation_petaflop -  training_computation_petaflop +
                     27751    DeepSeek-V3                     3407800064.0                     3300000000.0
                     27828 Hunyuan-TurboS                             <NA>                     5400000000.0
= Dataset garden/artificial_intelligence/2025-03-12/epoch_compute_intensive_countries
  ~ Table epoch_compute_intensive_countries (changed metadata)
-     -     date_accessed: '2026-01-26'
+     +     date_accessed: '2026-02-20'
    ~ Column cumulative_count (changed metadata, changed data)
-       -   Refers to the location of the primary organization with which the authors of a large-scale AI systems are affiliated. The 2026 data is incomplete and was last updated 26 January 2026.
+       +   Refers to the location of the primary organization with which the authors of a large-scale AI systems are affiliated. The 2026 data is incomplete and was last updated 20 February 2026.

        ~ Changed values: 12 / 154 (7.79%)
           year                    country  cumulative_count -  cumulative_count +
           2023 All large-scale AI systems                 163                 164
           2023              United States                  73                  74
           2024             United Kingdom                  22                   8
           2025             United Kingdom                  32                   8
           2025              United States                 214                 213
    ~ Column yearly_count (changed metadata, changed data)
-       -   Refers to the location of the primary organization with which the authors of a large-scale AI systems are affiliated. The 2026 data is incomplete and was last updated 26 January 2026.
+       +   Refers to the location of the primary organization with which the authors of a large-scale AI systems are affiliated. The 2026 data is incomplete and was last updated 20 February 2026.

        ~ Changed values: 9 / 154 (5.84%)
           year                    country  yearly_count -  yearly_count +
           2022              United States              23              22
           2023 All large-scale AI systems             119             121
           2023              United States              46              48
           2025             United Kingdom              10               0
           2025              United States              60              58
= Dataset garden/artificial_intelligence/2025-03-12/epoch_compute_intensive_domain
  ~ Table epoch_compute_intensive_domain (changed metadata)
-     -     date_accessed: '2026-01-26'
+     +     date_accessed: '2026-02-20'
    ~ Column cumulative_count (changed metadata, changed data)
-       -   Describes the specific area, application, or field in which a large-scale AI model is designed to operate. The 2026 data is incomplete and was last updated 26 January 2026.
+       +   Describes the specific area, application, or field in which a large-scale AI model is designed to operate. The 2026 data is incomplete and was last updated 20 February 2026.

        ~ Changed values: 13 / 91 (14.29%)
           year                     domain  cumulative_count -  cumulative_count +
           2023 All large-scale AI systems                 163                 164
           2024 All large-scale AI systems                 331                 332
           2025 All large-scale AI systems                 484                 485
           2025                     Speech                  30                  27
           2025                      Video                  64                  61
    ~ Column yearly_count (changed metadata, changed data)
-       -   Describes the specific area, application, or field in which a large-scale AI model is designed to operate. The 2026 data is incomplete and was last updated 26 January 2026.
+       +   Describes the specific area, application, or field in which a large-scale AI model is designed to operate. The 2026 data is incomplete and was last updated 20 February 2026.

        ~ Changed values: 9 / 91 (9.89%)
           year                     domain  yearly_count -  yearly_count +
           2022                   Language              24              23
           2023 All large-scale AI systems             119             121
           2025                Mathematics               1               2
           2025                      Video              35              32
           2025                     Vision              51              48
= Dataset garden/artificial_intelligence/2025-03-12/epoch_regressions
  ~ Table epoch_regressions (changed metadata)
-     -     date_accessed: '2026-01-26'
+     +     date_accessed: '2026-02-02'
    ~ Dim days_since_1949
+       + New values: 1 / 989 (0.10%)
                 model  days_since_1949
          MiniMax M2.1            28115
    ~ Dim model
+       + New values: 1 / 989 (0.10%)
           days_since_1949        model
                     28115 MiniMax M2.1
    ~ Column domain (new data)
+       + New values: 1 / 989 (0.10%)
           days_since_1949        model   domain
                     28115 MiniMax M2.1 Language
    ~ Column organization_categorization (new data)
+       + New values: 1 / 989 (0.10%)
           days_since_1949        model organization_categorization
                     28115 MiniMax M2.1                    Industry
    ~ Column parameters (new data)
+       + New values: 1 / 989 (0.10%)
           days_since_1949        model      parameters
                     28115 MiniMax M2.1  229000003584.0
    ~ Column publication_date (new data)
+       + New values: 1 / 989 (0.10%)
           days_since_1949        model publication_date
                     28115 MiniMax M2.1       2025-12-23
    ~ Column training_computation_petaflop (new data, changed data)
+       + New values: 1 / 989 (0.10%)
           days_since_1949        model  training_computation_petaflop
                     28115 MiniMax M2.1                           <NA>
        ~ Changed values: 1 / 989 (0.10%)
           days_since_1949  model  training_computation_petaflop -  training_computation_petaflop +
                     28082 Olmo 3                             <NA>                     1100000000.0
    ~ Column training_dataset_size__gradients (new data)
+       + New values: 1 / 989 (0.10%)
           days_since_1949        model  training_dataset_size__gradients
                     28115 MiniMax M2.1                              <NA>
= Dataset garden/artificial_intelligence/2025-10-10/epoch_gpus
  = Table epoch_gpus
= Dataset garden/artificial_intelligence/2026-01-30/frontiermath
  ~ Table epoch_benchmark_data (changed metadata)
-     -     date_accessed: '2026-01-30'
+     +     date_accessed: '2026-02-11'
    ~ Dim release_date
+       + New values: 5 / 79 (6.33%)
               model_version release_date
                     GLM 4.7   2025-12-22
                   Kimi K2P5   2026-01-27
               Claude Opus 4   2026-02-05
          Claude Opus 4, 32K   2026-02-05
          Claude Opus 4, 64K   2026-02-05
    ~ Dim model_version
+       + New values: 5 / 79 (6.33%)
          release_date      model_version
            2025-12-22            GLM 4.7
            2026-01-27          Kimi K2P5
            2026-02-05      Claude Opus 4
            2026-02-05 Claude Opus 4, 32K
            2026-02-05 Claude Opus 4, 64K
    ~ Column mean_score (new data)
+       + New values: 5 / 79 (6.33%)
          release_date      model_version  mean_score
            2025-12-22            GLM 4.7    2.439024
            2026-01-27          Kimi K2P5   27.900002
            2026-02-05      Claude Opus 4   38.275864
            2026-02-05 Claude Opus 4, 32K        40.0
            2026-02-05 Claude Opus 4, 64K   39.655174


Legend: +New  ~Modified  -Removed  =Identical  Details
Hint: Run this locally with etl diff REMOTE data/ --include yourdataset --verbose --snippet

Automatically updated datasets matching excess_mortality|covid|fluid|flunet|country_profile|garden/ihme_gbd/2019/gbd_risk are not included

Edited: 2026-02-20 07:08:51 UTC
Execution time: 14.09 seconds

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