TKD2 Group blog

Tuesday Morning Coffee Newsletter - May 26 2026

Written by Kevin Corrigan | May 26, 2026 12:35:27 PM

If you have time for an espresso

If you’re sipping a latte

If you’ve got a venti anything

  • Ars Technica reported that Congress’ 2026 transportation bill includes a proposed $130 annual federal registration fee for EVs. On its own, the fee is not huge, but it matters because it adds one more policy headwind at a time when several automakers are already slowing EV programs, trimming launches, or redirecting capital toward hybrids and more flexible powertrain strategies. For suppliers, that means program timing, volume assumptions, and business-case math may keep shifting even when the long-term electrification direction stays intact.
    https://arstechnica.com/cars/2026/05/bipartisan-bill-in-congress-includes-130-annual-ev-registration-fee/
  • Tech Briefs highlighted Sandia’s AI-assisted ceramic inspection workflow, which uses optical and acoustic imaging plus human-checked anomaly detection to catch defects earlier. The story is compelling because it is not “AI for AI’s sake”; it is a very practical example of moving inspection upstream, reducing expensive downstream waste, and keeping people in the loop where quality risk is high. That is exactly the kind of deployment model more manufacturers are likely to trust first.
    https://www.techbriefs.com/component/content/article/55215-catching-tiny-flaws-preventing-big-failures-ai-assisted-ceramic-inspection
  • Another Tech Briefs piece covered brain-inspired memristors from Cambridge researchers that could cut AI hardware energy use by as much as 70 percent. This is still early-stage research, but it is worth watching because lower-power AI hardware would matter far beyond data centers, especially for embedded systems, industrial controls, sensors, and automotive electronics where power, heat, and form factor all matter.
    https://www.techbriefs.com/component/content/article/55224-brain-inspired-memristors-could-slash-ai-energy-use-by-70-percent

What it means for customers
This week’s signal is less about flashy disruption and more about disciplined execution: software validation, production robustness, smarter automation, and capital going only where the use case is clear. Automotive customers are still recalibrating EV timelines while looking for flexible product and manufacturing strategies; medtech customers are doubling down on quality systems, software reliability, and differentiated platforms. For TKD2 clients, that makes technical credibility, launch discipline, and practical factory automation support even more valuable than broad “innovation” claims.