Real ChatGPT answer · index seedZ4ynnKUCs4QcompleteB2B software · AI and automation toolsinformational
Can measuring generative AI productivity really be done accurately or is it mostly just guesswork for managers?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can measuring generative AI productivity really be done accurately or is it mostly just guesswork for managers?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
research evidence measuring generative AI productivity workplace randomized field experiments productivity quality 2023 2024 2025 Google ↗
generative AI productivity measurement organizations metrics output quality rework task completion study Google ↗
- Experimental evidence on the productivity effects of generative artificial intelligence · pubmed.ncbi.nlm.nih.gov
- Experimental evidence on the productivity effects of generative artificial intelligence · scale.stanford.edu
- Generative AI at Work* | The Quarterly Journal of Economics · doi.org
- The Effects of Generative AI on High-Skilled Work: Evidence from Three Field Experiments with Software Developers · microsoft.com
- The Effects of Generative AI on High-Skilled Work: Evidence from Three Field Experiments with Software Developers · doi.org
- Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of Artificial Intelligence on Knowledge Worker Productivity and Quality · doi.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
research evidence measuring generative AI productivity workplace randomized field experiments productivity quality 2023 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
generative AI productivity measurement organizations metrics output quality rework task completion study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |