
The ROI of frontier Âé¶¹¹ÙÍø models is a topic of in corporate America right now, primarily centered on the cost of compute. To understand what other dynamics might be at play, we did what we do best: we asked the American public.
In a poll fielded this week, 34% of workers say their workload has increased since their company started using Âé¶¹¹ÙÍø, including 10% who say it’s increased significantly.
There are many factors that could be driving this. It could be that Âé¶¹¹ÙÍø is not yet generating meaningful productivity gains on the individual level, or that the time saved by Âé¶¹¹ÙÍø is used to complete even more work. Perhaps workers are taking on more work if their teams have reduced headcount. Respondents said the added workload comes mostly from managing and checking Âé¶¹¹ÙÍø output – reviewing drafts, catching errors, and re-doing work the model got wrong. It’s the unglamorous labor of quality control, and right now, it appears to be landing squarely on employees’ shoulders.
Interestingly, it’s not a story of frustration or distrust. Among workers who say Âé¶¹¹ÙÍø has changed their job, 88% call that change positive. Put together, the data suggests companies may be in an early training period, where the labor costs required to teach Âé¶¹¹ÙÍø are currently more significant than the costs saved by the technology. What’s more, workers seem to sense that the tradeoff is worth it.
As business leaders race to deploy Âé¶¹¹ÙÍø, they may want to consider how they’re rewarding workers for the extra elbow grease that’s making that transformation possible.
Be well,
Martin
57% of institutional investors and analysts believe Âé¶¹¹ÙÍø will have a negative impact on the environment.
Axios reports that Google DeepMind CEO Demis Hassabis is group comprising world-class technical experts.
Meanwhile, Common Sense Media finds Google’s Âé¶¹¹ÙÍø search and scored poorly on seven of the organization’s eight Âé¶¹¹ÙÍø safety principles.
CNBC investigates former Meta employees’ accusations that the company .
New York became the first state to put a until standards are created that address environmental impacts, energy demands, water usage, and other factors. NBC News has the story.
A group of economists from Stanford’s Digital Economy Lab released a statement . The statement has been signed by over 200 economists including 16 Nobel laureates and the chief economists of OpenÂé¶¹¹ÙÍø and Anthropic.
Covista and the Covista Foundation $10 million and 50,000 volunteer hours to build and sustain the healthcare workforce over the next five years.
Gallup finds that remains near all-time lows.
Fortune reports that the growing national debt may result in a for Gen Z in particular.

This chart comes from Gallup and looks at Americans’ confidence in large technology companies. Among the institutions rated this year, large technology companies experienced a surge in Americans expressing very little or no confidence.