Token Runner
TOKEN RUNNER // ESPER

SOCIETY

Labour market, copyright litigation, culture, public perception

10 cards on 10 tables, each drawn live from the table. Tables built 1 November 2026.

What people think of AI

Opinions on products and services using AI, 2022 to 2025

Source and method

Whose figures: The numbers are Ipsos, 2022 to 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.1.1. CC BY-ND 4.0, values copied exactly

Unit: share of respondents, 0 to 1

The rows

Read from the same data file as the chart when this is opened.

Opinions about AI by country, 2025

Source and method

Whose figures: The numbers are Ipsos, 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.1.3. CC BY-ND 4.0, values copied exactly

Unit: share of respondents, 0 to 1

The rows

Read from the same data file as the chart when this is opened.

How those opinions moved, 2024 to 2025

Source and method

Whose figures: The numbers are Ipsos, 2024 to 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.1.4. CC BY-ND 4.0, values copied exactly

Unit: change in the share, in points of the 0 to 1 scale

The rows

Read from the same data file as the chart when this is opened.

The public and the experts

AI's effect on areas of society: US adults and AI experts

Source and method

Whose figures: The numbers are Pew Research, 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.2.1. CC BY-ND 4.0, values copied exactly

Unit: per cent of respondents

The rows

Read from the same data file as the chart when this is opened.

Will AI lead to more or fewer jobs

Source and method

Whose figures: The numbers are Pew Research, 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.2.4. CC BY-ND 4.0, values copied exactly

Unit: per cent of respondents

The rows

Read from the same data file as the chart when this is opened.

Forecast: US adults using an AI companion daily

Source and method

Whose figures: The numbers are Forecasting Research Institute, 2026; published by Stanford HAI in the AI Index Report 2026, figure 9.2.9. CC BY-ND 4.0, values copied exactly

Unit: per cent of US adults

A fiscal year is named for the year it ends in, so for some companies fiscal 2040 has already begun. Years still open are marked "so far".

The rows

Read from the same data file as the chart when this is opened.

Trust in AI and use of it at work, by country, 2025

Source and method

Whose figures: The numbers are University of Melbourne and KPMG International, 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.1.10. CC BY-ND 4.0, values copied exactly

Unit: per cent of respondents

The rows

Read from the same data file as the chart when this is opened.

Who is trusted to set the rules

Trust in the EU, the US, China and one's own country to regulate AI, 2025

Source and method

Whose figures: The numbers are Pew Research, 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.3.2. CC BY-ND 4.0, values copied exactly

Unit: share of respondents, 0 to 1

The rows

Read from the same data file as the chart when this is opened.

Trust in one's government to regulate AI, by country, 2025

Source and method

Whose figures: The numbers are Ipsos, 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.3.1. CC BY-ND 4.0, values copied exactly

Unit: share of respondents, 0 to 1

The rows

Read from the same data file as the chart when this is opened.

Federal regulation of AI: views by US state, 2025

Source and method

Whose figures: The numbers are CHIP50, 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.3.5. CC BY-ND 4.0, values copied exactly

Unit: share of respondents, 0 to 1

The rows

Read from the same data file as the chart when this is opened.

The data behind it: the 10 tables this dashboard reads, their sources and their dates

Global opinions on products and services using AI, 2022 to 2025

Global opinions on products and services using AI, 2022 to 2025. 39 rows copied as published by Stanford HAI in the AI Index Report 2026, figure 9.1.1; the numbers are Ipsos, 2022 to 2025. No value is changed and nothing is calculated.

Source: Ipsos, 2022 to 2025, as published in Stanford HAI, AI Index Report 2026, figure 9.1.1. Licence and standing: The numbers are Ipsos, 2022 to 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.1.1. CC BY-ND 4.0, values copied exactly The licence: Creative Commons Attribution-NoDerivatives 4.0

One row is one row per statement and year; 39 rows; unit: share of respondents, 0 to 1. Built from: stanford-hai/opinion-9-1-1, collected 11 October 2026. Token Runner shows these values as published: none is changed and nothing is calculated from them; the source does not endorse Token Runner or this use.

Opinions about AI by country (share agreeing with each statement), 2025

Opinions about AI by country (share agreeing with each statement), 2025. 256 rows copied as published by Stanford HAI in the AI Index Report 2026, figure 9.1.3; the numbers are Ipsos, 2025. No value is changed and nothing is calculated.

Source: Ipsos, 2025, as published in Stanford HAI, AI Index Report 2026, figure 9.1.3. Licence and standing: The numbers are Ipsos, 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.1.3. CC BY-ND 4.0, values copied exactly The licence: Creative Commons Attribution-NoDerivatives 4.0

One row is one row per statement and country; 256 rows; unit: share of respondents, 0 to 1. Built from: stanford-hai/opinion-9-1-3, collected 11 October 2026. Token Runner shows these values as published: none is changed and nothing is calculated from them; the source does not endorse Token Runner or this use.

Change in opinions about AI by country (share agreeing with each statement), 2024 to 2025

Change in opinions about AI by country (share agreeing with each statement), 2024 to 2025. 256 rows copied as published by Stanford HAI in the AI Index Report 2026, figure 9.1.4; the numbers are Ipsos, 2024 to 2025. No value is changed and nothing is calculated.

Source: Ipsos, 2024 to 2025, as published in Stanford HAI, AI Index Report 2026, figure 9.1.4. Licence and standing: The numbers are Ipsos, 2024 to 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.1.4. CC BY-ND 4.0, values copied exactly The licence: Creative Commons Attribution-NoDerivatives 4.0

One row is one row per statement and country; 256 rows; unit: change in the share, in points of the 0 to 1 scale. Built from: stanford-hai/opinion-9-1-4, collected 11 October 2026. Token Runner shows these values as published: none is changed and nothing is calculated from them; the source does not endorse Token Runner or this use.

US perceptions of AI's societal impact: general public and experts

US perceptions of AI's societal impact: general public and experts. 20 rows copied as published by Stanford HAI in the AI Index Report 2026, figure 9.2.1; the numbers are Pew Research, 2025. No value is changed and nothing is calculated.

Source: Pew Research, 2025, as published in Stanford HAI, AI Index Report 2026, figure 9.2.1. Licence and standing: The numbers are Pew Research, 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.2.1. CC BY-ND 4.0, values copied exactly The licence: Creative Commons Attribution-NoDerivatives 4.0

One row is one row per area of society and group; 20 rows; unit: per cent of respondents. Built from: stanford-hai/opinion-9-2-1, collected 11 October 2026. Token Runner shows these values as published: none is changed and nothing is calculated from them; the source does not endorse Token Runner or this use.

Views on whether AI will create or eliminate jobs: general public and experts

Views on whether AI will create or eliminate jobs: general public and experts. 8 rows copied as published by Stanford HAI in the AI Index Report 2026, figure 9.2.4; the numbers are Pew Research, 2025. No value is changed and nothing is calculated.

Source: Pew Research, 2025, as published in Stanford HAI, AI Index Report 2026, figure 9.2.4. Licence and standing: The numbers are Pew Research, 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.2.4. CC BY-ND 4.0, values copied exactly The licence: Creative Commons Attribution-NoDerivatives 4.0

One row is one row per group and answer; 8 rows; unit: per cent of respondents. Built from: stanford-hai/opinion-9-2-4, collected 11 October 2026. Token Runner shows these values as published: none is changed and nothing is calculated from them; the source does not endorse Token Runner or this use.

Projected daily AI companionship adoption among US adults

Projected daily AI companionship adoption among US adults. 27 rows copied as published by Stanford HAI in the AI Index Report 2026, figure 9.2.9; the numbers are Forecasting Research Institute, 2026. No value is changed and nothing is calculated.

Source: Forecasting Research Institute, 2026, as published in Stanford HAI, AI Index Report 2026, figure 9.2.9. Licence and standing: The numbers are Forecasting Research Institute, 2026; published by Stanford HAI in the AI Index Report 2026, figure 9.2.9. CC BY-ND 4.0, values copied exactly The licence: Creative Commons Attribution-NoDerivatives 4.0

One row is one row per group of forecasters, year and percentile; 27 rows; unit: per cent of US adults. Built from: stanford-hai/opinion-9-2-9, collected 11 October 2026. Token Runner shows these values as published: none is changed and nothing is calculated from them; the source does not endorse Token Runner or this use.

Trust in AI and intentional use at work, 2025

Trust in AI and intentional use at work, 2025. 48 rows copied as published by Stanford HAI in the AI Index Report 2026, figure 9.1.10; the numbers are University of Melbourne and KPMG International, 2025. No value is changed and nothing is calculated.

Source: University of Melbourne and KPMG International, 2025, as published in Stanford HAI, AI Index Report 2026, figure 9.1.10. Licence and standing: The numbers are University of Melbourne and KPMG International, 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.1.10. CC BY-ND 4.0, values copied exactly The licence: Creative Commons Attribution-NoDerivatives 4.0

One row is one row per country; 48 rows; unit: per cent of respondents. Built from: stanford-hai/opinion-9-1-10, collected 11 October 2026. Token Runner shows these values as published: none is changed and nothing is calculated from them; the source does not endorse Token Runner or this use.

Trust in the European Union, the United States, China and one's own country to regulate AI, 2025

Trust in the European Union, the United States, China and one's own country to regulate AI, 2025. 104 rows copied as published by Stanford HAI in the AI Index Report 2026, figure 9.3.2; the numbers are Pew Research, 2025. No value is changed and nothing is calculated.

Source: Pew Research, 2025, as published in Stanford HAI, AI Index Report 2026, figure 9.3.2. Licence and standing: The numbers are Pew Research, 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.3.2. CC BY-ND 4.0, values copied exactly The licence: Creative Commons Attribution-NoDerivatives 4.0

One row is one row per country and regulator; 104 rows; unit: share of respondents, 0 to 1. Built from: stanford-hai/opinion-9-3-2, collected 11 October 2026. Token Runner shows these values as published: none is changed and nothing is calculated from them; the source does not endorse Token Runner or this use.

Trust in government regulation of AI by country, 2025

Trust in government regulation of AI by country, 2025. 31 rows copied as published by Stanford HAI in the AI Index Report 2026, figure 9.3.1; the numbers are Ipsos, 2025. No value is changed and nothing is calculated.

Source: Ipsos, 2025, as published in Stanford HAI, AI Index Report 2026, figure 9.3.1. Licence and standing: The numbers are Ipsos, 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.3.1. CC BY-ND 4.0, values copied exactly The licence: Creative Commons Attribution-NoDerivatives 4.0

One row is one row per country and year; 31 rows; unit: share of respondents, 0 to 1. Built from: stanford-hai/opinion-9-3-1, collected 11 October 2026. Token Runner shows these values as published: none is changed and nothing is calculated from them; the source does not endorse Token Runner or this use.

Support for AI federal regulation by US state, 2025

Support for AI federal regulation by US state, 2025. 117 rows copied as published by Stanford HAI in the AI Index Report 2026, figure 9.3.5; the numbers are CHIP50, 2025. No value is changed and nothing is calculated.

Source: CHIP50, 2025, as published in Stanford HAI, AI Index Report 2026, figure 9.3.5. Licence and standing: The numbers are CHIP50, 2025; published by Stanford HAI in the AI Index Report 2026, figure 9.3.5. CC BY-ND 4.0, values copied exactly The licence: Creative Commons Attribution-NoDerivatives 4.0

One row is one row per state and answer; 117 rows; unit: share of respondents, 0 to 1. Built from: stanford-hai/opinion-9-3-5, collected 11 October 2026. Token Runner shows these values as published: none is changed and nothing is calculated from them; the source does not endorse Token Runner or this use.

Interlinked pieces that use these tables

Society

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