5 sources filed · EN 5
Survey of 2,500 workers: 11.31% said they had ever used AI on a Prolific submission when asked directly; an anonymous list experiment estimated 14.24%.
1.00%share of 712,930 Prolific submissions with observed ChatGPT assistance
In ten months, 55 editors used WikiVault (0.12% of 49,080 active editors), yet they created 7,607 of 68,642 new pages (11.10%) and 220,028,216 of 813,680,042 added bytes (27.00%), from 0.63% of edits.
55editors who used WikiVault in its first ten months (0.12% of active editors)
In a 30-day September 2025 sample, the time from a test-failure notice to the developer's next edit was 2.37 minutes at p10, 6.72 at p25 and 27.48 at p50; this is the window the agent targets.
67.18%correct fixes in expert review of 195 real test failures
56.9k jobs added in September, led by Public Administration and Health Care and Social Assistance; Information and Transportation declined.
48%fall in the number of firms newly adopting generative AI from the April 2026 peak
64% of workers used AI at work in the past 12 months, up ten points; daily GenAI use rose from 14% to 22%; 59% expect their AI use to increase.
64%workers who used AI at work in the past 12 months, up ten points year-on-year
1 source filed · EN 1
AI use "sometimes, often or always" rose 12 points, from 39% in 2025 to 51% in 2026; growth came mostly from people aged 30 and older (+16 points for 30-39, +13 for 40-64, +16 for 65+, +5 for 18-29).
39% to 51%US adults using AI sometimes or more, 2025 to 2026
1 source filed · EN 1
44% say AI is scaling across the enterprise, up from 38%; 56% use AI in three or more functions, up from 51%; nearly nine in ten use it in at least one function.
37%respondents attributing any EBIT impact to AI, unchanged from 2025
2 sources filed · EN 2
Deployment stage: 42% are testing or have a few deployments, 43% are expanding across functions, 15% have scaled orchestrated multi-agent adoption.
31% → 74%leaders expecting at least half of processes redesigned around agents within two years vs four years
74% expect nearly half of their business processes to be redesigned or rebuilt around AI agents within four years; 61% expect most agents to be generally autonomous, with humans in oversight.
5%organizations saying their business processes are highly prepared for AI agents
1 source filed · EN 1
93.4% of workers are aware of generative AI tools; 51.5% are familiar with how they apply to their current work, 15.0% very familiar.
35.9%Canadian workers aged 15-69 who used generative AI at work in the 12 months to March 2026
1 source filed · EN 1
76% say AI delivers meaningful business value (64% in Q1); 78% think their AI strategy can be future-proofed (70%); 79% would keep AI a top investment priority in a recession (74%).
14% vs 4%established ROI where accountability for AI outcomes is clear vs not
1 source filed · EN 1
Personal-use share of chat and Cowork conversations moves from about 35% on weekdays to just under 50% on weekends.
0.37 pointsaverage AI-autonomy gap (1-5 scale) between Claude Code and chat/Cowork for the same output types
3 sources filed · EN 3
Micro inputs: productivity gains on AI-exposed tasks of 14% to 55% from experimental studies (Brynjolfsson, Li and Raymond 2025; Gambacorta et al. 2024).
2.5 percent to 4.1 percentestimated fall in the EU's share of global income after ten years if it lags trading partners on AI adoption
Singapore planned about S$3.3bn of government ICT spending in FY2023, with more than 30.0% (about S$1.0bn) for applications on the Government Commercial Cloud.
~30,000cases per month handled by Singapore GovTech's OneService chatbot, which predicts case category and routes to agencies
Countries covered: Australia, Canada, France, Germany, India, Italy, Japan, Singapore, the UK and the US.
71crossover points where different teams in one agency asked for the same or similar assurance information
4 sources filed · EN 4
Maturity split: 54% are in early stages (research 11%, experimentation 22%, strategic planning 21%), 39% are scaling or driving adoption, 8% have established ROI.
95% vs 8%organizations with an AI strategy vs organizations reporting established AI ROI
86% of organizations plan to increase AI investment in 2026, but only 21% report redesigning end-to-end processes with AI at the core (Pulse of Change survey: 3,650 executives, 20 industries, 20 countries).
21%executives reporting end-to-end process redesign with AI at the core (Pulse of Change survey, 3,650 executives)
Global engagement fell to 20% in 2025 from 23% in 2022; each point equals about 21 million employees.
20%global employee engagement in 2025, down from a 2022 peak of 23%
Repository growth: 28 qualifying papers in January 2023, over 800 by October 2025; the count doubled between January and September 2025.
818 / 20papers in the AI Hub research repository (October 2025) vs papers with strong causal evidence
3 sources filed · EN 3
69% of firms use AI on average: US 78%, UK 71%, Germany 65%, Australia 59%.
69%firms across the US, UK, Germany and Australia that currently use AI
Sample: 51 cases from 41 organisations in 7 countries and 5 regions, representing over a million employees, studied over 5 months.
77%hardest challenges that were invisible costs: change management, data quality, process redesign
Only about 15% of organisations use AI to fundamentally redesign how work is performed (citing Accenture, 2025).
~15%organisations using AI to fundamentally redesign how work is performed