IBM has unveiled chip technology that could help extend Moore’s Law another decade


“It’s not just an incremental step,” Jay Gambetta, the director of IBM Research, said during a press conference on Tuesday. “It’s a meaningful leap forward.” Within a decade, Gambetta expects chips with nanostacking to be widely used in data centers, where their improved efficiency could help the facilities better manage their energy consumption.

“Absolutely, it’s transformational,” says Dan Hutcheson, vice chair of TechInsights, a technology analysis company. “This puts another ten, fifteen years on the roadmap.” 

Compared to IBM’s previous state-of-the-art architecture, the company reports that chips built with this new approach can do as much as 50% more work in the same amount of time and be up to 70% more energy efficient. 

The architecture offers a general way of laying out transistors, and IBM will partner with semiconductor manufacturers to make the actual chips. It anticipates chip designers will deploy the design in many different types of chips, including GPUs and CPUs. “I expect to have many conversations with designers about how they can use this technology,” Huiming Bu, IBM’s vice president of global semiconductor R&D, said in the press conference announcing the new design. 

A layer cake

Engineers created IBM’s new chip layer by layer, like a cake. They start by fabricating transistors on one layer of silicon. Then, they place a silicon layer on top of these devices, and they fabricate another layer of transistors directly on top of that. Finally, they create the electrical connections between the two layers of transistors. This kind of vertical stacking, which combines two types of transistors, is known as a complementary field-effect transistor, or CFET, explains Qing Cao, a professor of materials science and engineering at the University of Illinois at Urbana-Champaign, who was not involved with the work. 

The company isn’t the only one pursuing this general approach. The biggest chip manufacturers—Intel, Samsung, and TSMC—along with competing research lab Imec in Belgium have been investigating CFETs. IBM says its design is distinguished by the fact that the second layer of transistors do not sit directly on top of the first layer’s transistors; rather, they are staggered, which the company says simplifies wiring, among other advantages. 

CFETs like those in IBM’s nanostack architecture contrast with another common approach to making two-tiered chips, such as AMD’s 3D V-Cache and Huawei’s forthcoming LogicFolding technology, Cao says. In those approaches, engineers fabricate the transistors on each layer of the chip independently before bonding the two together. IBM’s new method allows for more precise alignment of the layers, which is important for performance because transistors are so tiny, says Cao. 



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When evaluating the health of a small business, we typically focus on financial indicators: revenue, margins, expenses, and growth trajectory. But Xero’s Emotional Tax Return 2026 report highlights another critical metric – the psychological cost.

U.S. small business owners lose an average of 33 working days per year to stress. That’s more than a month of lost productivity, driven not only by market conditions but by the sustained mental load of managing cash flow, compliance, rising costs and daily financial decisions.

From a financial therapy perspective, this is not surprising. But what stands out most is how persistent this financial stress has become.

Why avoidance is common – and predictable

The report reveals a pattern many small business owners will recognize:

  • 73% have been caught off guard by a tax outcome
  • 34% fear making financial mistakes
  • Owners lose an average of eight hours per week to stress

Avoidance is often misunderstood as poor discipline. In reality, it is a common psychological response to perceived threat. When systems feel fragmented or unclear, financial tasks can trigger anxiety. Choosing to disengage reduces discomfort temporarily, but it allows the uncertainty to compound.

When financial visibility is low, stress increases. And when stress increases, decision-making quality declines. Reducing small business stress requires addressing that cycle directly. Stress, in this context, is not only a mental health issue. It is an operational constraint that affects small business productivity.

When financial stress becomes structural

According to the report:

  • 70% of owners say financial management is a major stressor
  • 81% say this fiscal year has been more stressful than previous years
  • 74% report stress negatively affects their professional performance

That strain shows up in missed opportunities (34%), slower decision-making (28%) and reduced creativity (30%).

In clinical practice, I often see how chronic financial stress narrows cognitive bandwidth. When uncertainty around cash flow, tax obligations or operating expenses becomes constant, the brain shifts into threat mode. Attention tightens. Working memory declines. Over time, this doesn’t just feel exhausting. It becomes limiting.

Financial visibility reduces perceived threat

One of the most effective stress-reduction strategies in financial therapy is increasing perceived control. Control does not mean eliminating uncertainty entirely. It means improving clarity within what can be managed.

This is where a platform like Xero plays a crucial role. Real-time dashboards, automated bank reconciliation, integrated reporting and digital receipt capture centralize financial data and reduce manual workload. Instead of chasing paperwork or reconciling transactions late at night, business owners can access up-to-date cash flow information in one place.

Eighty-seven percent of U.S. customers say Xero improves financial visibility. Ninety percent say it helps their business run more efficiently.

From a psychological standpoint, improved visibility reduces threat activation. When business owners can clearly see what’s coming in, what’s going out and what’s due, decision-making becomes proactive rather than reactive.

Bookkeeping automation protects mental bandwidth

The average small business owner spends 22 hours per month managing finances. That’s nearly three full workdays devoted to admin. Automation meaningfully reduces that burden. Businesses using Xero save an average of six hours per week on bill management alone.

Those hours add up. But more importantly, so does cognitive relief. Less manual data entry. Fewer surprises at tax time. Fewer last-minute reconciliations. The result is not just greater efficiency, but stronger cash flow management and better long-term planning.

When administrative friction decreases, small business productivity improves – and so does wellbeing.

Collaboration reduces isolation

Despite the documented impact of financial stress, only 9% of small business owners seek advice from an accountant or advisor as a coping strategy.

Isolation intensifies pressure. Collaboration diffuses it.

Real-time collaboration features allow business owners and advisors to work from the same live financial data. That reduces errors, improves forecasting and increases confidence. For the 34% who fear making financial mistakes, shared visibility offers both technical accuracy and emotional reassurance.

In my experience, financial clarity combined with trusted guidance is one of the most powerful antidotes to chronic financial stress. It transforms financial management from a solitary burden into a supported system.

Turning emotional tax into resilience

Forty percent of small business owners report having considered giving up their business. That statistic underscores the broader economic implications of sustained financial stress.

Entrepreneurship will always involve risk. But persistent, preventable financial stress does not need to be part of the model.

Reducing the Emotional Tax starts with structural shifts:

  1. Improve real-time financial visibility
  2. Automate repetitive bookkeeping and admin
  3. Collaborate proactively with financial advisors

When business owners can clearly see their numbers, anticipate obligations, and reduce manual workload, they regain more than time. They regain perspective.

The Emotional Tax is measurable. But so is the return when clarity replaces uncertainty.

And when clarity returns, confidence follows – not just in the numbers, but in the long-term health of the business itself.

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