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chart-diff: ✅ No charts for review.
data-diff: ❌ Found differences
2026-05-21 07:10:41 [info     ] Skipped datasets with identical data (source_checksum cascade) count=1
= Dataset garden/artificial_intelligence/2025-03-12/epoch
  ~ Table epoch (changed metadata)
-     -     date_accessed: '2026-05-13'
+     +     date_accessed: '2026-05-21'
    ~ Dim days_since_1949
+       + New values: 2 / 1015 (0.20%)
                         model  days_since_1949
          Gemini Flash 3.1 TTS            28228
                  Composer 2.5            28261
    ~ Dim model
+       + New values: 2 / 1015 (0.20%)
           days_since_1949                model
                     28228 Gemini Flash 3.1 TTS
                     28261         Composer 2.5
    ~ Column domain (new data)
+       + New values: 2 / 1015 (0.20%)
           days_since_1949                model   domain
                     28228 Gemini Flash 3.1 TTS    Other
                     28261         Composer 2.5 Language
    ~ Column organization_categorization (new data)
+       + New values: 2 / 1015 (0.20%)
           days_since_1949                model organization_categorization
                     28228 Gemini Flash 3.1 TTS                    Industry
                     28261         Composer 2.5                    Industry
    ~ Column parameters (new data, changed data)
+       + New values: 2 / 1015 (0.20%)
           days_since_1949                model    parameters
                     28228 Gemini Flash 3.1 TTS          <NA>
                     28261         Composer 2.5 1040000000000
        ~ Changed values: 1 / 1015 (0.10%)
           days_since_1949           model  parameters -  parameters +
                     28237 DeepSeek-V4-Pro    1600000000 1600000000000
    ~ Column publication_date (new data)
+       + New values: 2 / 1015 (0.20%)
           days_since_1949                model publication_date
                     28228 Gemini Flash 3.1 TTS       2026-04-15
                     28261         Composer 2.5       2026-05-18
    ~ Column training_computation_petaflop (new data, changed data)
+       + New values: 2 / 1015 (0.20%)
           days_since_1949                model  training_computation_petaflop
                     28228 Gemini Flash 3.1 TTS                           <NA>
                     28261         Composer 2.5                  38700003328.0
        ~ Changed values: 1 / 1015 (0.10%)
           days_since_1949      model  training_computation_petaflop -  training_computation_petaflop +
                     28201 Composer 2                             <NA>                    23200000000.0
    ~ Column training_dataset_size__total (new data)
+       + New values: 2 / 1015 (0.20%)
           days_since_1949                model  training_dataset_size__total
                     28228 Gemini Flash 3.1 TTS                          <NA>
                     28261         Composer 2.5                          <NA>
= Dataset garden/artificial_intelligence/2025-03-12/epoch_aggregates_affiliation
  ~ Table epoch_aggregates_affiliation (changed metadata)
-     -     date_accessed: '2026-05-13'
+     +     date_accessed: '2026-05-21'
    ~ 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 13 May 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 21 May 2026.

        ~ Changed values: 1 / 248 (0.40%)
           year organization_categorization  cumulative_count -  cumulative_count +
           2026                    Industry                 551                 553
    ~ 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 13 May 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 21 May 2026.

        ~ Changed values: 1 / 248 (0.40%)
           year organization_categorization  yearly_count -  yearly_count +
           2026                    Industry              24              26
= Dataset garden/artificial_intelligence/2025-03-12/epoch_aggregates_domain
  ~ Table epoch_aggregates_domain (changed metadata)
-     -     date_accessed: '2026-05-13'
+     +     date_accessed: '2026-05-21'
    ~ 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 13 May 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 21 May 2026.

        ~ Changed values: 2 / 806 (0.25%)
           year   domain  cumulative_count -  cumulative_count +
           2026    Audio                  23                  24
           2026 Language                 514                 515
    ~ 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 13 May 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 21 May 2026.

        ~ Changed values: 2 / 806 (0.25%)
           year   domain  yearly_count -  yearly_count +
           2026    Audio               1               2
           2026 Language              22              23
= Dataset garden/artificial_intelligence/2025-03-12/epoch_compute_intensive
  ~ Table epoch_compute_intensive (changed metadata)
-     -     date_accessed: '2026-05-13'
+     +     date_accessed: '2026-05-21'
    ~ Dim days_since_1949
+       + New values: 1 / 512 (0.20%)
                 model  days_since_1949
          Composer 2.5            28261
    ~ Dim model
+       + New values: 1 / 512 (0.20%)
           days_since_1949        model
                     28261 Composer 2.5
    ~ Column domain (new data)
+       + New values: 1 / 512 (0.20%)
           days_since_1949        model   domain
                     28261 Composer 2.5 Language
    ~ Column parameters (new data, changed data)
+       + New values: 1 / 512 (0.20%)
           days_since_1949        model    parameters
                     28261 Composer 2.5 1040000000000
        ~ Changed values: 1 / 512 (0.20%)
           days_since_1949           model  parameters -  parameters +
                     28237 DeepSeek-V4-Pro    1600000000 1600000000000
    ~ Column publication_date (new data)
+       + New values: 1 / 512 (0.20%)
           days_since_1949        model publication_date
                     28261 Composer 2.5       2026-05-18
    ~ Column training_computation_petaflop (new data)
+       + New values: 1 / 512 (0.20%)
           days_since_1949        model  training_computation_petaflop
                     28261 Composer 2.5                  38700003328.0
= Dataset garden/artificial_intelligence/2025-03-12/epoch_compute_intensive_countries
  ~ Table epoch_compute_intensive_countries (changed metadata)
-     -     date_accessed: '2026-05-13'
+     +     date_accessed: '2026-05-21'
    ~ 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 13 May 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 21 May 2026.

        ~ Changed values: 2 / 176 (1.14%)
           year                    country  cumulative_count -  cumulative_count +
           2026 All large-scale AI systems                 511                 512
           2026              United States                 234                 235
    ~ 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 13 May 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 21 May 2026.

        ~ Changed values: 2 / 176 (1.14%)
           year                    country  yearly_count -  yearly_count +
           2026 All large-scale AI systems              15              16
           2026              United States              11              12
= Dataset garden/artificial_intelligence/2025-03-12/epoch_compute_intensive_domain
  ~ Table epoch_compute_intensive_domain (changed metadata)
-     -     date_accessed: '2026-05-13'
+     +     date_accessed: '2026-05-21'
    ~ 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 13 May 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 21 May 2026.

        ~ Changed values: 2 / 104 (1.92%)
           year                     domain  cumulative_count -  cumulative_count +
           2026 All large-scale AI systems                 511                 512
           2026                   Language                 420                 421
    ~ 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 13 May 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 21 May 2026.

        ~ Changed values: 2 / 104 (1.92%)
           year                     domain  yearly_count -  yearly_count +
           2026 All large-scale AI systems              15              16
           2026                   Language              15              16
= Dataset garden/artificial_intelligence/2025-03-12/epoch_regressions
  ~ Table epoch_regressions (changed metadata)
-     -     date_accessed: '2026-05-13'
+     +     date_accessed: '2026-05-21'
    ~ Dim days_since_1949
+       + New values: 2 / 1027 (0.19%)
                         model  days_since_1949
          Gemini Flash 3.1 TTS            28228
                  Composer 2.5            28261
    ~ Dim model
+       + New values: 2 / 1027 (0.19%)
           days_since_1949                model
                     28228 Gemini Flash 3.1 TTS
                     28261         Composer 2.5
    ~ Column domain (new data)
+       + New values: 2 / 1027 (0.19%)
           days_since_1949                model   domain
                     28228 Gemini Flash 3.1 TTS    Other
                     28261         Composer 2.5 Language
    ~ Column organization_categorization (new data)
+       + New values: 2 / 1027 (0.19%)
           days_since_1949                model organization_categorization
                     28228 Gemini Flash 3.1 TTS                    Industry
                     28261         Composer 2.5                    Industry
    ~ Column parameters (new data, changed data)
+       + New values: 2 / 1027 (0.19%)
           days_since_1949                model       parameters
                     28228 Gemini Flash 3.1 TTS             <NA>
                     28261         Composer 2.5  1040000024576.0
        ~ Changed values: 1 / 1027 (0.10%)
           days_since_1949           model  parameters -     parameters +
                     28237 DeepSeek-V4-Pro  1600000000.0  1599999967232.0
    ~ Column publication_date (new data)
+       + New values: 2 / 1027 (0.19%)
           days_since_1949                model publication_date
                     28228 Gemini Flash 3.1 TTS       2026-04-15
                     28261         Composer 2.5       2026-05-18
    ~ Column training_computation_petaflop (new data, changed data)
+       + New values: 2 / 1027 (0.19%)
           days_since_1949                model  training_computation_petaflop
                     28228 Gemini Flash 3.1 TTS                           <NA>
                     28261         Composer 2.5                  38700003328.0
        ~ Changed values: 1 / 1027 (0.10%)
           days_since_1949      model  training_computation_petaflop -  training_computation_petaflop +
                     28201 Composer 2                             <NA>                    23200000000.0
    ~ Column training_dataset_size__total (new data)
+       + New values: 2 / 1027 (0.19%)
           days_since_1949                model  training_dataset_size__total
                     28228 Gemini Flash 3.1 TTS                          <NA>
                     28261         Composer 2.5                          <NA>
= Dataset garden/artificial_intelligence/2025-10-10/epoch_gpus
  ~ Table epoch_gpus (changed metadata)
-     -     date_accessed: '2026-05-13'
+     +     date_accessed: '2026-05-21'
    ~ Dim days_since_2000
-       - Removed values: 1 / 115 (0.87%)
          hardware_name  days_since_2000
            NVIDIA B100             9085
    ~ Dim hardware_name
-       - Removed values: 1 / 115 (0.87%)
           days_since_2000 hardware_name
                      9085   NVIDIA B100
    ~ Column manufacturer (changed data)
-       - Removed values: 1 / 115 (0.87%)
           days_since_2000 hardware_name manufacturer
                      9085   NVIDIA B100       NVIDIA
= Dataset garden/artificial_intelligence/2026-01-30/frontiermath
  ~ Table epoch_benchmark_data (changed metadata)
-     -     date_accessed: '2026-05-13'
+     +     date_accessed: '2026-05-21'
    ~ Dim release_date
+       + New values: 2 / 98 (2.04%)
          model_version release_date
          Qwen3 .5 Plus   2026-02-16
          Qwen3 .6 Plus   2026-03-31
    ~ Dim model_version
+       + New values: 2 / 98 (2.04%)
          release_date model_version
            2026-02-16 Qwen3 .5 Plus
            2026-03-31 Qwen3 .6 Plus
    ~ Column mean_score (new data)
+       + New values: 2 / 98 (2.04%)
          release_date model_version  mean_score
            2026-02-16 Qwen3 .5 Plus   21.034483
            2026-03-31 Qwen3 .6 Plus   26.206896


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: 2026-05-21 07:10:43 UTC
Execution time: 19.20 seconds

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