The opportunity
Augment human intelligence, rapidly process vast datasets, identify novel patterns and solutions, and significantly shorten the timelines for discovery and innovation.
From “Keynote: ACEC (American Council of Engineering Companies) – The Future of Infrastructure: Innovation in Engineering and Design” (June 2012)
Jim Carroll delivered a keynote for ACEC (American Council of Engineering Companies) in June 2012. With aging infrastructure, tightening budgets, and emerging building-information technologies reshaping the engineering profession, Jim explored the trends engineering firms needed to master to stay ahead of a changing built environment.
From “Decoding Tomorrow: The Way Forward: #4 Healthcare: “Yesterday’s medical breakthrough was a new drug. Tomorrow’s breakthrough is the intelligent algorithm that designs the drug, the connected device that delivers it, and the data stream that confirms it worked.”” (September 2025)
A once hypothetical but plausible scenario in 2025—in which a new U.S. administration implements regressive policies that turn away from science and healthcare investment—is now significantly altering the global healthcare landscape. This shift is a catalyst that is accelerating the global healthcare innovation as other countries take over the future of healthcare. The impact is that capital, talent, and research are rapidly migrating to nations with more supportive policies, creating a new, multi-polar world of healthcare advancement.
Reduced Federal Research Funding : Significant cuts to the budgets of institutions like the National Institutes of Health (NIH) would curtail basic scientific research, slowing the pipeline of discovery.
Withdrawal from International Collaboration : A retreat from global scientific partnerships and data-sharing initiatives would isolate the U.S. research community.
From “Decoding Tomorrow: 30 Megatrends - #29 The Arrival of the Humanoid Robot - “A decade of progress in a year; the humanoid robot era is here, and it’s accelerating with astonishing speed and breathtaking developments.”” (August 2025)
Dexterous Manipulation : While human hands have 27 degrees of freedom (DoF), current robotic hands have around 16-20 DoF. Sanctuary AI’s Phoenix boasts hands with 20 DoF, while Figure 02’s hands have 16 DoF, enabling complex manipulation tasks. They can grasp things more easily and do things with the things they grasp! Like golf clubs!
As the technology matures and costs decline, the next wave of applications will be in semi-structured, public-facing commercial environments - rural, hospitality, and healthcare support.. In these roles, humanoids will augment human staff, handling routine tasks to free up employees for more complex, customer-facing interactions.
Rehabilitation : Companies like China’s Fourier Intelligence are specifically developing robots like the GR-1 for medical rehabilitation and therapy support, while NAO robots assist with patient engagement.
Read the full pieces on jimcarroll.com:
Keynote: ACEC (American Council of Engineering Companies) – The Future of Infrastructure: Innovation in Engineering and Design
Decoding Tomorrow: The Way Forward: #4 Healthcare: “Yesterday’s medical breakthrough was a new drug. Tomorrow’s breakthrough is the intelligent algorithm that designs the drug, the connected device that delivers it, and the data stream that confirms it worked.”
Decoding Tomorrow: 30 Megatrends - #29 The Arrival of the Humanoid Robot - “A decade of progress in a year; the humanoid robot era is here, and it’s accelerating with astonishing speed and breathtaking developments.”