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Human-governed AI. How Fortis Solutions is building trust in intelligent infrastructure

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Fortis Solutions, an enterprise technology partner with decades of experience across infrastructure, cybersecurity, and data systems, approaches artificial intelligence as a force that is redefining how work is performed while preserving the importance of human contribution. Its perspective reflects a future where human judgment and machine precision operate in tandem, introducing new ways to elevate performance, strengthen decision-making, and expand what teams can accomplish together. 

This perspective emerges within a rapidly evolving landscape where AI continues to influence how organizations operate, decide, and govern. Leadership conversations have shifted from verifying processes to explaining how AI-driven decisions occur, how fairness is maintained, and how control is exercised. This signals a broader transition from traditional compliance models toward governance frameworks that prioritize accountability, transparency, and oversight.

Within this environment, Fortis Solutions emphasizes a foundational principle: AI benefits from human governance. Myron Duckens, President and CEO, says, “Technology becomes meaningful when it reflects human intention. Governance is where intention is translated into action, ensuring that innovation continues with clarity and purpose.” He adds that systems often require clearly defined rules, structured frameworks, and ethical guardrails established by people who understand both operational realities and broader societal expectations. 

Fortis Solutions acknowledges that even with strong governance, human limitations remain part of the equation. Fatigue, cognitive overload, and the complexity of modern infrastructure introduce variables that may influence outcomes in subtle ways. In high-stakes environments such as healthcare systems or large-scale venues, even minor inconsistencies can carry significant implications. CTO Jeremy Roach says, “This reality has shaped how we approach the integration of AI. We view it as a complementary force that enhances human capability while maintaining oversight at every critical juncture.

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CTO-Jeremy-Roach
Credit: CTO, Jeremy Roach
CTO-Jeremy-Roach

At the same time, the current AI landscape presents challenges that require careful consideration. Generative AI systems can produce outputs that appear credible yet lack factual grounding, often referred to as hallucinations. These outcomes frequently stem from gaps in data quality, incomplete context, or overly generalized training models. Tony Gonzalez, CIO, offers a practical perspective on this dynamic. He says, “Data determines direction. When inputs are precise and validated, outcomes become more dependable. That relationship sits at the center of every AI system.

CIO-Tony-Gonzalez
Credit: CIO Tony Gonzalez
CIO-Tony-Gonzalez

 

Concerns around data integrity extend further when considering the widespread use of open and crowdsourced AI models. Industry insights highlight how data provenance, security, and governance remain central concerns for organizations scaling AI initiatives, with a significant percentage of leaders prioritizing risk management and cybersecurity investments. These concerns reflect a broader awareness that while AI introduces new capabilities, it also introduces new considerations around accountability and control.

Another dimension of the current landscape is the pace at which AI innovation is advancing. Roach notes that technological capabilities continue to expand quickly, while governance frameworks, regulatory structures, and organizational policies evolve more gradually. “This creates a gap where systems may operate faster than the mechanisms designed to oversee them,” he explains. The result can include exposure to misinformation, vulnerabilities within infrastructure, and unintended data movement across systems.

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Fortis Solutions aims to address this gap through a focus on controlled AI environments. Its approach centers on privatized large language models designed to operate within defined boundaries, using verified internal data rather than external, unfiltered sources. Roach states, “Control creates clarity. When systems learn within a defined environment, they become more aligned with the objectives they are designed to support.” This controlled model is designed to support consistency, help reduce the likelihood of unpredictable outputs, and reinforce confidence in the system’s performance.

Integral to this approach are platforms such as Source of Truth and NetRaven, which function together as interconnected layers within the infrastructure. Source of Truth operates as a centralized decision layer, maintaining a dynamic, real-time understanding of infrastructure components and their relationships. NetRaven complements this by translating system activity into accessible insights through continuous monitoring and visualization. 

Together, they form what the team describes as a SMART operational foundation, an acronym which stands for Seeing everything across the infrastructure, Monitoring activity continuously, Assessing what is happening as conditions evolve, Remediating issues automatically to optimize and troubleshoot, and Translating vendor‑agnostic CLI data into a unified operational language. The goal is to create an environment where accuracy and responsiveness are closely aligned.

According to Roach, this alignment becomes particularly meaningful when considering the role of human error in complex systems. Extended work hours, high-pressure scenarios, and large-scale operations may introduce challenges that affect even the most experienced professionals. 

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AI systems can help reduce operational inconsistencies, enhance monitoring capabilities, and provide additional layers of validation,” he says. “In healthcare environments, this may support more consistent system performance, while in business contexts, it may contribute to more reliable operational continuity.

 

Despite these advancements, perceptions around AI continue to evolve. Fortis Solutions points to concerns related to job displacement and data security that often accompany discussions about adoption. The company notes that these sentiments mirror earlier reactions to cloud computing, where initial hesitation transitioned into widespread acceptance as trust and familiarity developed. “Every transformative technology begins with questions. Over time, understanding replaces uncertainty, and organizations begin to see how these tools can extend their capabilities,” Roach remarks.

A key theme within Fortis Solutions’ approach is the importance of collaboration. AI systems can benefit from diverse perspectives, continuous feedback, and the ability to adapt as organizational needs and societal expectations evolve. Input from both technical and non-technical stakeholders contributes to more well-rounded systems, helping ensure that technology reflects a broader range of insights and experiences.

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This collaborative dynamic reinforces the idea that AI functions most effectively as a partner. Humans establish the direction, define the parameters, and interpret outcomes, while AI contributes speed, scalability, and analytical depth. Together, they create a model that aims to enhance efficiency while supporting thoughtful decision-making.

As technology and societal expectations continue to evolve, adaptability remains essential. Fortis Solutions argues that systems built with flexibility, strong governance, and secure infrastructure are best positioned to grow with these shifts, ensuring long-term relevance. In this view, AI becomes a broader opportunity to strengthen organizational decision-making and operational resilience. By emphasizing human oversight and collaborative design, Fortis Solutions frames AI as a means to enhance reliability, maintain continuity, and elevate the overall quality of outcomes.

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Why TikTok shelved its second Irish data centre

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TikTok points to capacity constraints and slow infrastructure development as the deciding factors in shelving its planned second data centre, but leaves door open to future opportunities.

The need for greater capacity, and the infrastructure development environment – these were the two key factors behind TikTok shelving a planned second data centre in Dublin, a company spokesperson told SiliconRepublic.com today (2 April) while confirming the reported decision.

Instead, the ByteDance-owned company will focus its European data storage expansion in some of its other locations – in particular, sites in Norway and one in Finland.

TikTok said that when looking at its various sites across Europe, it considered where could best meet its growing capacity demands as regards infrastructure and the speed of development, and that the Nordic countries were a better fit for those considerations.

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The company said Ireland remained one of its biggest and most important strategic sites in Europe and, should future opportunities arise that did meet its capacity needs in particular, it would remain open to exploring them.

The spokesperson emphasised that the existing data centre operation in Ireland, which came online in 2023, remains fully operational as an important part of its Project Clover, and that TikTok is still very much committed to Ireland.

Project Clover is the Chinese-owned platform’s initiative designed to update its data security practices across Europe, so as not to fall foul of strict European data privacy regulations.

Part of that commitment involves storing the data of more than 150m monthly TikTok users in Europe locally across three data centres. The original stated plan was for two in Dublin and one in Norway.

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TikTok had originally planned to lease data centre space at Echelon’s campus in Clondalkin, Dublin, as part of a three-site strategy. However, as Irish newspaper the Business Post was first to report earlier this week, plans for the second Irish data centre have been shelved.

Don’t miss out on the knowledge you need to succeed. Sign up for the Daily Brief, Silicon Republic’s digest of need-to-know sci-tech news.

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How a Protective Layer Gave Circuit Boards Their Signature Green Color

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Why PCB Circuit Boards are Green
Circuit boards are found in almost every electronic device that consumers use today. When you open your phone, computer, or a basic remote control, green is the first thing you notice. That famous green hue, however, does not come from the board material itself; it is due to a special coating known as solder mask, which covers the copper traces and gives them a green tint.



The solder mask is an essential tool for any board. After etching the copper paths onto the fiberglass basis, they apply a thin layer of polymer. The mask serves two important functions: it protects the copper from oxidation and moisture, which could cause harm, and it prevents solder from bridging between close connections while you’re assembling the item, which can result in short circuits. Without the mask, fragile circuitry could easily be damaged by regular handling or exposure to the environment.

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Why PCB Circuit Boards are Green
Green became the go-to color all those years ago, when reliable solder masks first started rolling off the assembly line. The early ones used a combination of certain resins and hardeners that gave out a green tone, and it just so happened that there was an abundance of the green material available at the suppliers. So that became the industry norm. Over time, the industry has developed its entire process around this uniform green colour.

Why PCB Circuit Boards are Green
The human eye can tolerate green fairly well, especially when individuals stare at boards for hours on end under strong lighting. Green offers a fantastic contrast against the glossy copper pads and the white letters on top, reducing eye fatigue caused by staring at them for an extended period of time, since other hues have been found to be less durable. Automatic optical inspection equipment also operate better with green boards because their cameras and software have been tuned to work best with that color over time.

Why PCB Circuit Boards are Green
The cost of changing colors is also not high enough to make a significant difference. The green mask material requires less pigments in some formulations, making the production process easier because they don’t have to complicate the imaging and development procedures. The tighter design requirements associated with the conventional green color also provide them with more accurate control when exposed to ultraviolet radiation.
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New Rowhammer attacks give complete control of machines running Nvidia GPUs

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So where do we go now?

The researchers said that both the RTX 3060 and RTX 6000 cards are vulnerable. Changing BIOS defaults to enable IOMMU closes the vulnerability, they said. Short for input-output memory management unit, IOMMU maps device-visible virtual addresses to physical addresses on the host memory. It can be used to make certain parts of memory off-limits.

“In the context of our attack, an IOMMU can simply restrict the GPU from accessing sensitive memory locations on the host,” Kwong explained. “IOMMU is, however, disabled by default in the BIOS to maximize compatibility and because enabling the IOMMU comes with a performance penalty due to the overhead of the address translations.”

A separate mitigation is to enable Error Correcting Codes (ECC) on the GPU, something Nvidia allows to be done using a command line. Like IOMMU, enabling ECC incurs some performance overhead because it reduces the overall amount of available workable memory. Further, some Rowhammer attacks can overcome ECC mitigations.

GPU users should understand that the only cards known to be vulnerable to Rowhammer are the RTX 3060 and RTX 6000 from the Ampere generation, which were introduced in 2020. It wouldn’t be surprising if newer generations of graphics cards from Nvidia and others are susceptible to the same types of attacks, but because the pace of academic research typically lags far behind the faster speed of product rollouts, there’s no way now to know.

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Top-tier cloud platforms typically provide security levels that go well beyond those available by default on hobbyist and consumer machines. Another thing to remember: There are no known instances of Rowhammer attacks ever being actively used in the wild.

The true value of the research is to put GPU makers and users alike on notice that Rowhammer attacks on these platforms have the potential to upend security in serious ways. More information about GDDRHammer and GeForge is available here.

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iPhone 18 may get little more than a new color while iPhone Fold gets 3D printed hinge

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A new leak suggests that the hinge of the iPhone Fold will use “chip-level polymer printing 3D technology” and the iPhone 18 upgrades will be limited to color changes.

Silver foldable smartphone partially open, showing dual rear cameras with flash on one side and a tall display with colorful wavy abstract pattern and centered front camera cutout on the other
The iPhone Fold will allegedly feature a 3D-printed hinge.

With Apple’s first foldable expected to debut in late 2026, we’re now seeing more and more claims about its hardware. Following multiple rumors suggesting Liquid Metal would be used for the hinge of the iPhone Fold, another tipster has provided a new tidbit about the component.
To be more specific, a translated post from leaker Fixed Focus Digital on Weibo said that Apple is putting considerable effort into its foldable iPhone. This reportedly “involves chip-level high-molecular 3D printing technology, with further developments in the hinge design still to be revealed.”
Rumor Score: 🤔 Possible
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IBM Teams Up With Arm To Run Arm Workloads On IBM Z Mainframes

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IBM and Arm are teaming up to let Arm-based software run on IBM Z mainframes. Network World reports: The two companies plan to work on three things: building virtualization tools so Arm software can run on IBM platforms; making sure Arm applications meet the security and data residency rules that regulated industries must follow; and creating common technology layers so enterprises have more software options across both platforms, IBM said in a statement.

IBM has not said whether the virtualization work will happen at the hypervisor level, through its existing PR/SM partitioning technology, or via containers — a question enterprise architects will need answered before they can assess the collaboration’s practical value. IBM described the effort as serving enterprises that run regulated workloads and cannot simply move them to the cloud, the statement said. IBM mainframe customers have largely missed out on the efficiency and price-performance gains Arm has already delivered in the cloud. “Arm says close to half of all compute shipped to top hyperscalers in 2025 runs on Arm chips, with AWS, Google, and Microsoft deploying their own Arm silicon through Graviton, Axion, and Cobalt, respectively,” reports Network World.

That gap is precisely what IBM and Arm’s collaboration intends to address. “This is a mainframe adjacency play,” says Rachita Rao, senior analyst at Everest Group. “The intent is to extend IBM Z and LinuxONE environments by enabling Arm-compatible workloads to run closer to systems of record. While hyperscalers use Arm to lower their own internal power costs and pass savings to cloud-native tenants, IBM is targeting the sovereign and air-gapped market.”

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HP EliteBook 6 G2q promises endless 5G data and AI power, but hides significant limitations

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  • HP EliteBook 6 G2q delivers up to 85 TOPS for local AI tasks
  • Always-connected 5G experiences require specific hardware and preinstalled eSIM modules
  • Service works only on compatible commercial PCs running Windows 11

HP has unveiled the EliteBook 6 G2q, an ultraslim AI PC that relies on Snapdragon X2 Elite or X2 Plus processors to deliver up to 85 TOPS of NPU performance for local AI tasks.

This lightweight laptop, up to 15% thinner than its predecessor, claims to offer always-connected experiences through HP Go 5G service.

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Amazon Imposes 3.5% Fuel Surcharge For Many Online Merchants

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An anonymous reader quotes a report from Bloomberg: Amazon will start charging sellers who use its shipping services a 3.5% “fuel and logistics” surcharge later this month, joining the ranks of shipping companies raising prices as the war in Iran pushes oil prices higher. The fees take effect on April 17 for customers of the company’s Fulfillment by Amazon service — which is used by many of the independent sellers who list their products on Amazon’s retail sites — in the US and Canada. Items shipped by Amazon on behalf of merchants who sell on their own sites or at other retailers will carry the surcharge beginning May 2. “Elevated costs in fuel and logistics have increased the cost of operating across the industry,” Ashley Vanicek, an Amazon spokesperson, said on Thursday. “We have absorbed these increases so far, but similar to other major carriers, when costs remain elevated we implement temporary surcharges to partially recover these costs.”

Vanicek notes that the fee will apply to the sum Amazon charges to ship an item, not the product’s sale price.

Last month, USPS announced that it would impose its first-ever fuel surcharge on packages.

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Startup launched by former AWS energy team emerges with $7M to help solve data center power crunch

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Soma Energy’s co-founders, from left: CEO Ath Caramanolis, Chief Technology Officer Mario Souto and Chief AI Scientist Henrique Hoeltgebaum. (Soma Energy Photos)

Soma Energy, a startup founded by former Amazon energy managers, emerged from stealth Thursday with $7 million in funding.

The Vancouver, B.C.-based company has built an AI platform serving power producers and data centers, helping both optimize their energy assets in real time to save money and extend their available power. The technology coordinates resources including wind, solar and batteries and the management of energy demands such as data center workloads.

CEO Ath Caramanolis said you can visualize an electrical system as a complex network of roads and highways on which electrons — instead of cars and trucks — are traveling.

“Our software is sort of a control plane that helps provide the self-driving for electrons on these highway systems,” Caramanolis said in a GeekWire interview.

More efficient routing of electron traffic can bring more power to bear for the grid’s competing needs.

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“There is low hanging fruit everywhere, and the opportunities for large energy users like data centers to better utilize the grid exist all across North America,” Caramanolis said.

Industries, utilities and elected officials worldwide are racing to expand energy supply as data centers and electrification of transportation, heating and other sectors drive surging demand. Data centers alone are expected to more than double their power draw — from 82 gigawatts in 2025 to 219 by 2029 — with most of that growth fueled by AI, according to McKinsey.

Amazon hired Caramanolis in 2018 to create the energy optimization team at AWS, which managed about 10 gigawatts of renewable energy across its global network of data centers. Seattle City Light, by comparison, has a generation capacity of about 2 gigawatts.

Caramanolis then recruited Mario Souto, Soma Energy’s co-founder and chief technology officer, to build the machine learning platform AWS used to optimize its renewable portfolio. The startup’s third co-founder, Chief AI Scientist Henrique Hoeltgebaum, is an expert in AI-driven forecasting and anomaly detection for energy systems.

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Soma Energy launched in February 2024 and has 18 employees. The startup has deployed 2 gigawatts of assets in the U.S. with customers including several independent power producers and five data center companies — among them H5 Data Centers, whose sites include a large facility in downtown Seattle.

“By coordinating existing resources, we were able to access capacity significantly sooner than expected, accelerating our time to power and removing a critical constraint on expansion,” said Josh Simms, CEO of H5 Data Centers, in a statement.

The seed round was led by Category Ventures, with participation from Haystack, Panache Ventures, RRE Ventures, TO.VC, Uncork Capital and Walter Kortschak. The investment will allow the team to hire new employees in engineering and commercial roles and expand its reach across North America.

“Having managed hyperscale power systems firsthand, the founders built Soma Energy as if they were the customer themselves,” said Villi Iltchev, partner at Category Ventures.  

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Dell’s five-second charging keyboard reveals a future where electric cars could recharge in minutes instead of hours

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  • Supercapacitors turn charging time from hours into mere seconds
  • Fast charging exposes the real limits of lithium-ion battery chemistry
  • Supercapacitor technology lacks sufficient energy capacity for practical electric vehicles

Dell has introduced a keyboard and mouse combo that charges in five seconds and delivers a full day of use.

The new Dell Pro 7 Rechargeable Compact Keyboard and Mouse relies on supercapacitor technology rather than traditional lithium-ion batteries.

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Anything Can Be A Router, If You Try Hard Enough

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If you’re an American and you use the Internet at home, it seems probable that routers are going to be in short supply. The US government recently mandated all such devices be home grown for security reasons, which would be fine were it not that the US has next-to-no consumer-grade router manufacturing industry.

So if you’re in the US and you need a router, what can you do? [Noah Bailey] is here from Canada to point out that almost anything (within reason) in computer terms can be made to perform as a router.

The piece is really a guide to setting up a Linux router, which he does on a small form factor PC and a hacked-together assembly of old laptop, PCI-express extender, and scrap network kit. In its most basic form a router doesn’t need the latest and greatest hardware, so there exists we’re guessing almost two decades of old PCs just waiting to be pressed into service. Perhaps it won’t help the non-technical Man In The Street much, but maybe it’ll inspire a few people to save themselves a hefty bill when they need to connect.

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You can read our coverage of the ban here.

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