Sunday, August 23, 2026

 

TECH


Analysis: France’s nuclear reactors are running hot and still keeping the lights on

Much of western Europe has endured long stretches of hot weather and heatwaves this summer. France recently experienced the hottest day in its recorded history and placed 54 of its 96 departments under the highest heat alert.

In response, the state-owned utility, EDF, began cutting output at several nuclear plants along the country’s rivers. Some reactors ran at reduced power while others shut down temporarily. For some, the episode appeared to confirm that nuclear power, for all its low-carbon promise, cannot survive the climate crisis.

While that reading may be tempting, it’s mistaken. What the heatwave revealed was not a failure of nuclear technology, but rather a narrow, well-understood constraint in how some riverside plants are allowed to operate during extreme heat.

To dissipate the heat they produce, plants draw water from a body of water and return it a few degrees warmer. French law limits how much warmer that water may be, a rule meant to protect fish and other aquatic life.

During a heatwave, the rivers are already warm, so it’s that legal ceiling, not any technical limit of the reactor itself, that obliges EDF to reduce output. Thus, the cuts here were a deliberate measure to protect river ecosystems — not a reactor failing to generate electricity.

As Canada develops new nuclear power projects, some might worry that hotter weather could undermine nuclear reliability. However, France’s experience this summer suggests otherwise.

The recent reductions in nuclear power generation did not undermine France’s electricity supply. The reductions began on June 22 and continued through the week as the heat persisted, reaching about 4.1 gigawatts, or seven per cent of national demand, at their peak. Even then, a large majority of France’s reactors remained in operation.

The grid operator, RTE, said France had “sufficient generation capacity to meet electricity demand,” even with several reactors offline. It is true that prices rose, exports to neighbouring countries fell and the grid relied more heavily on gas as well as oil-fired reserve generation. Yet these were temporary strains, and at no point was France’s supply in any kind of serious jeopardy.

Of course, none of this is really new. Heat has curtailed French reactors before, but set against annual nuclear generation, the losses have been modest. In our recent study, we documented two decades of these cases: France’s heat- and drought-related curtailments remained below one per cent of its annual nuclear output in every year but one, with the worst case reaching about 1.3 per cent.

France’s historical record also shows meaningful adaptation: the country’s heat-related curtailment losses have fallen by roughly 90 per cent since 2003, as utilities upgraded cooling systems, refined operating practices and timed maintenance shutdowns for the hottest parts of the year. While the constraint remains, its practical effect has significantly diminished over time.

It is also worth asking how nuclear’s alternatives would have fared. The same stagnant, high-pressure air that warmed France’s rivers also weakened wind generation across France, leaving the grid to rely more heavily on gas than on additional renewable output. Heatwaves often place simultaneous pressure on several parts of the electricity system, but not on all of them equally.

During periods of severe heat, renewables can weaken just as demand peaks. Wind generation tends to fall in these conditions and high temperatures can trim the efficiency of solar panels, while firm, low-carbon generation remains available when supply is tight. A system more dependent on renewables could have fared worse in late June, while nuclear generation remains far less variable over the course of a full year.

None of this diminishes the danger of heat. But the prospect of further extreme heat in the future is a reason to expand low-carbon power, including nuclear, rather than reduce it.

Canada’s nuclear future...Canada is currently expanding the Darlington nuclear plant in Ontario, and further projects are being considered nationwide. The relevant question is whether a manageable constraint should weigh heavily against further developing a useful, low-carbon source of energy.

We don’t think it should. Extreme heat affects every source of electricity. Nuclear’s exposure is comparatively predictable, rooted largely in environmental operating limits and increasingly manageable.

Back in France, EDF expects to spend around 600 million euros a year over the next 15 years on climate adaptation. That’s a lot of money, yet nuclear alternatives carry substantial costs of their own. Greater reliance on gas would entail higher emissions and significant water use, while heavier dependence on variable renewables could leave electricity supply less secure during heatwaves, which can simultaneously suppress their output.

The recent heatwaves illustrate that nuclear plants can operate under strain while continuing to meet electricity demand on a stressed grid. In a warming climate, such resilience should be treated as an asset, not a liability.


Michael Tadrous, Researcher in Energy Policy, McMaster University; Columbia University and Goran Calic, Associate Profesor of Strategy and Entrepreneurship Leadership Chair, McMaster University. This article is republished from The Conversation under a Creative Commons license. Read the original article.

Saturday, August 22, 2026


ASUS


ExpertBook B3 G2: the brand's new laptop for the corporate market

The ASUS ExpertBook B3 G2 is the brand's new configurable laptop designed for the business world. It was officially announced on August 21, 2026. This new laptop introduces 14-inch and 16-inch variants tailored for hybrid work environments.

Its construction meets the MIL-STD-810H military-grade durability standard, having passed 24 testing procedures. The chassis design incorporates a hinge that allows the screen to open a full 180 degrees. The device offers a choice of plastic or aluminum lids and comes in a "Gentle Grey" exterior finish.

The new laptops are powered by Intel Core Series 3 processors. All models rely on integrated Intel Graphics for processing visuals. The system includes a Neural Processing Unit (NPU) capable of up to 17 TOPS for artificial intelligence calculations and support for Microsoft Copilot tasks.

Internal expansion flexibility sets this ASUS business laptop's motherboard apart. RAM operates via an SO-DIMM slot compatible with DDR5 memory at 5600 MT/s. Storage expansion is handled through an M.2 2280 slot for PCIe 4.0 SSDs.

Available processors: Intel Core 3 304, Intel Core 5 315, Intel Core 5 320, and Intel Core 7 350.

Maximum RAM: expandable up to 64 GB.

Maximum storage: expandable up to 4 TB.

ASUS ExpertGuardian security supports the corporate device's hardware and software defenses. The protection infrastructure complies with the NIST SP 800-193 standard. The brand guarantees five years of BIOS and driver updates. The chassis incorporates a dedicated security processing unit, TPM 2.0 protection, and intrusion detection. Remote management benefits from cloud-based system recovery technology and a dual-ROM mechanism. Thermal stability is managed by the proprietary ExpertCool solution.

The keyboard features 1.5mm key travel and spill resistance for up to 355cc of liquid. The front-facing camera includes a physical shutter to ensure immediate optical blocking.

ExpertBook B3 G2 specifications cover the 14-inch B3406CMA and 16-inch B3606CMA models. Both form factors utilize non-touch 16:10 aspect ratio panels. Video capture options include HD, FHD, or FHD modules with infrared biometric support.

The 14-inch model has a starting weight of 1.45 kg and a base thickness of 10.73 mm for the aluminum version. The 16-inch model starts at 1.76 kg. Operating system options include Windows 11 Pro, Home, Education, and Clean Build editions, or units without pre-installed software.

Connectivity and battery life of the ASUS business laptop...The physical interface array consolidates multiple connections within the chassis. Network connectivity includes Wi-Fi 6 or tri-band Wi-Fi 6E configurations, paired with Bluetooth 5.4. The audio system houses dual stereo speakers with Dolby Audio Premium support and array microphones featuring AI noise-cancellation technology.

Communication ports: 2x USB 3.2 Gen 2 Type-C, 2x USB 3.2 Gen 1 Type-A, 1x HDMI 2.1 TMDS, and 1x RJ45 Gigabit Ethernet. Battery options: 42 Wh (3-cell), 50 Wh (3-cell), or 70 Wh (4-cell) lithium-polymer.

Power supply: 65-watt USB-C universal AC adapter.

 

mundophone


SONY


New Sony Xperia phone appears in first image leak

Fall is approaching fast, and with it, the second Xperia phone of the year. Sony has already announced a launch event for next week and just a few days before that, we’re now getting our first look at the Sony Xperia 10 VIII in an official looking promo image. Seems like Sony fans are not getting any major changes with this years Xperia midranger.

After Sony announced a launch event last week for what we believe will be the successor to the Xperia 10 VII, we are now getting a first glimpse of what will likely be unveiled upcoming Tuesday. A first design leak shows the new Sony mid-range phone, presumably named Xperia 10 VIII, in a promotional image, discovered by Android Headlines.

The Xperia Android line has kept its cameras vertically stacked in one corner since the first-generation Xperia 5 in 2019, with only rare exceptions like the standalone Xperia Pro-I. But the 10 VII reinvents that design language with a horizontal camera pair mounted in a pill-shaped raised bar that stretches across the phone’s back. The matte plastic body comes in black, white, or turquoise, and looks like no Xperia phone before it. It looks a little more like Google’s Pixel phones, a design also aped by Apple’s iPhone Air this week.

Things are more recognizable from the front, with Sony’s familiar insistence on a chunky bezel above and below the display. That means the phone isn’t quite as compact as its 120Hz 6.1-inch display would suggest, but it’s still smaller and lighter than most. It also follows the recent Xperia 1 models in ditching what used to be a trademark 21:9 aspect ratio, now using boxier and more traditional 19.5:9 proportions.

There are a few other standard Sony touches though. Most welcome for some will be the 3.5mm headphone jack, and the same crowd are likely to love the expandable microSD storage. The big bezel packs front-facing stereo speakers too, and the joint IP65 / 68 rating is better than most offer. There’s also a side-mounted single-stage camera shutter button — a feature that’s less unique than it used to be. 

Since Sony changed the camera design from the 6th-generation Xperia 10 in 2024 to the Xperia 10 VII last year, it makes sense that the Japanese manufacturer didn’t opt for another redesign in 2026. At least from the back, the Xperia 10 VII appears completely unchanged to last year, the only difference being in the color tone apparently. The pure white from last year (see above) has apparently given way to a slightly greenish-shimmering white tone, as you can see below.

So what changed from the Xperia 10 VII to the Xperia 10 VIII? To be honest we cannot tell you that yet, since a recent geekbench leak points to another year with the Snapdragon 6 Gen 3 and 8 GB of RAM. Since none of the other specs, for instance in the camera department, have leaked yet, it currently looks like the Xperia 1 MK8 will be largely unchanged from last years Sony midranger.

In Geekbench...The successor to the Xperia 10 VII bears the internal codename MK8 and appears on the benchmark platform under the model number XQ-GH54. Those hoping for cutting-edge hardware might be slightly disappointed, as Sony has opted for the Snapdragon 6 Gen 3, a chip released by Qualcomm in 2024.

Consequently, the Japanese manufacturer's mid-range device is expected to feature the same processor as last year's model. In Geekbench CPU tests, the smartphone scored 871 points in single-core performance and 3,028 in multi-core performance. The device was tested running Android 16.

Sony has done a good job of keeping its smartphone secrets under wraps, and little information regarding the Xperia 10 VIII has surfaced so far. An FCC certification—from the US agency that performs a role similar to Brazil's Anatel—indicates that the phone will include a 3.5mm headphone jack, a rarity in modern smartphones.

Despite its long absence from the Brazilian smartphone market, Sony appears to have achieved considerable success with its flagship Xperia 1 VII. The company recently celebrated sales figures for the device, which was launched in May.

mundophone

Friday, August 21, 2026



TECH




Call of Duty: Modern Warfare 4 Switch 2 60 fps performance impresses in first video

Early indications are that Modern Warfare 4 beta will meet expectations on the Switch 2. Videos have surfaced showing the Call of Duty game rendering the chaotic action at 60 fps. Still, some textures and animations are a step down from the PS5, Xbox, and PC versions.

Nintendo loyalists have long awaited the return of a Call of Duty game. With its beta weekend approaching, footage of the Call of Duty: Modern Warfare 4 Switch 2 port has emerged. YouTuber BoTalksGames applauded the shooter’s performance, which targets 60 fps in docked and handheld modes.

The content creator could only test the 3 vs 3 variation of the new Kill Block option. While more players may stress the Nintendo system, initial signs ahead of the October 23rd release date are positive.

COD on the Switch 2...Most significantly, the Modern Warfare 4 Switch 2 version produces smooth visuals. The Infinity Ward studio previously hinted that frame rates would rival the PS5, Xbox, and PC titles.
BoTalksGames' first video focuses on how the Call of Duty game fares on TVs. In docked mode, drops below 60 fps were rare, making gunplay and movement feel responsive. That said, gamers should expect some performance compromises on the lower-powered hardware.

Draw distances are shorter than on competing platforms, and texture pop-in can be noticeable. Enemy character models are also less detailed, with clunky animations. Perhaps most concerning, the YouTuber commented on blurriness in his scope when scanning for prey.

The best mobile Modern Warfare? Surprisingly, these performance issues were less apparent in the handheld mode footage. The Call of Duty: Modern Warfare 4 Switch 2 port again generally maintains 60 fps. Yet the fuzziness observed when docked seems to disappear.

Developers can still make improvements between the Modern Warfare 4 beta tests and the retail release date. Regardless, BoTalksGames praises the shooter’s transition to the Nintendo console. Infinity Ward achieved feature parity, offering the identical single-player and multiplayer modes as on other platforms. At the same time, it supports Switch 2 mouse mode and even its internal mic.

For PS5, Xbox, and PC players who pre-ordered the title, the early access beta weekend starts on August 21st. However, Nintendo fans must wait until the open beta begins on August 28th.

 

mundophone


TECH


Pew Research Center: AI-generated content on the web exceeds 35% of recent pages

The presence of AI-generated content on the web surpassed 35% on pages published after the launch of ChatGPT, according to a Pew Research Center study released on August 20, 2026. The analysis evaluated the evolution of algorithm-synthesized text on the English-language internet between January 2021 and July 2026. The results demonstrate artificial intelligence's transition from a niche tool to one of the primary drivers of text production within the digital ecosystem.

Across the entire active sample collected in July 2026, the average proportion of pages showing signs of automation stands at 10%. This sample includes the historical archive from before 2022, which lowers the overall average. However, isolating data from the period following the market arrival of large language models reveals a continuous acceleration in the rate of automated production.

The Pew Research Center study on AI confirms that more than one-third of recent text production on the internet involves direct algorithmic intervention. The investigation gathered 490,000 web pages from the public Common Crawl repository, divided into 49 monthly samples of 10,000 pages each.

The team of data scientists submitted the texts to the open-weights model *editlens_Llama-3.2-3B*, developed by the organization Open Pangram. The classifier assigned each document a score between zero and one based on statistical probabilities regarding authorship. Pages with a score of 0.2 or higher were categorized as showing signs of algorithmic drafting or substantial editing.

Samuel Bestvater, a senior data scientist at the Pew Research Center and the study's lead author, stated in the report that "artificial intelligence models learn to mimic human writing patterns and may end up using certain words, phrases, or linguistic quirks more frequently than human authors do." The research center acknowledges margins of error in individual texts but maintains the statistical robustness of the aggregate sample collected over five years.

Distribution by domain and prevalence of AI-written web pages...The rate of AI-generated content on the web is concentrated primarily in commercial .com domains, reaching 9.4% of all active pages in 2026. In contrast, institutional domains maintain negligible levels of automation.

The distribution of AI-written web pages varies according to the purpose of each internet address:

.com domains: Record 9.4% of pages showing signs of AI in 2026, following a steady rise from the 1.09% observed in 2021.

.org domains: Show a rate of 4.6%, a figure corresponding to half the incidence observed on commercial platforms.

.edu domains: Maintain a presence of 1.0%, with minimal variation from the 0.57% recorded in early 2021.

.gov domains: Stand at 0.8%, the lowest percentage among all analyzed categories.

Pressure to generate mass traffic and optimize for search engines explains the acceleration observed in the commercial sector. Conversely, government and higher education platforms maintain formal human review processes that limit the direct publication of algorithmic text.

AI text detection relies on identifying statistical deviations in punctuation, vocabulary, and syntax. The proliferation of generative models altered the very formal structure of text available on the internet between 2023 and 2026.

Data from the Pew Research Center identifies four key changes in online writing:

Explanatory dashes: The frequency of this punctuation mark rose from 5.79 to 11.19 occurrences per 10,000 words between 2023 and 2026.

Oxford comma: The use of the comma before the final conjunction in lists saw a 63% increase during the same period.

Characteristic vocabulary: English terms such as *delve*, *interplay*, *tapestry*, *pivotal*, *testament*, *underscore*, and *intricate* doubled their rate of occurrence across the open web.

Negative rhetorical parallelism: Comparative structures such as “it is not just X, it is Y” nearly tripled in statistical incidence.

These elements do not constitute definitive proof of AI-generated writing on their own, as they are also part of human language usage. However, their cumulative density allows classifiers to calculate the mathematical probability of algorithmic intervention in a document.

Structural risks and the impact of artificial intelligence on the internet...The impact of artificial intelligence on the internet poses challenges to preserving the integrity of public data and to the development of future computing systems. The primary technical risk identified by experts is "model collapse."

The expansion of AI-generated content on the web means that future generations of language models will ingest synthetic text as primary training material. This closed feedback loop can amplify factual errors, reduce lexical diversity, and lead to a gradual degradation in the quality of responses from digital assistants.

The proliferation of automated text also alters search engine indexing strategies. The saturation of the web with low-cost articles necessitates stronger quality filters to distinguish original sources from mechanical syntheses.

A cycle of self-pollution...This is not merely a story about "declining content quality"; it strikes at the very foundations of the AI ​​industry.

In 2024, *Nature* published a paper by a research team from Oxford and Cambridge proving that AI models suffer from "model collapse" during recursive training (using AI-generated data to train the next generation of AI): outputs gradually drift away from the real-world data distribution, lose rare patterns found in the distribution's tails, and—after several iterations—generate increasingly homogeneous and even nonsensical content. Researchers at Epoch AI predict that the supply of high-quality, human-authored text suitable for training AI could be exhausted between 2026 and 2032.

The cycle can already be described: AI models read the human internet and generate new web pages in bulk; these new pages are indexed by search engines and archived by crawling tools like Common Crawl; and next-generation AI models continue to be trained on this data. With each cycle, the concentration of "AI-writing-for-AI" content in the training data increases, while signals derived directly from human experience are diluted.

If the internet's signal-to-noise ratio continues to deteriorate, content creators who rely on search traffic will be the first to feel the impact.

Search results are becoming saturated with homogeneous, AI-rewritten content, making it increasingly difficult for readers to distinguish between the "original" and the "copy." Google is already replacing some click-through links in search results with "AI Overviews," and a Pew study from July of this year found that only 20% of users consider AI-generated search summaries "very useful," while only 6% deemed them "very trustworthy." As AI-generated rewrites become ubiquitous, the media outlets that provide content with "scarcity value" will be those offering: firsthand information gathered on-site; exclusive data and documents; opinions and judgments traceable to specific human sources; and a distinct editorial voice that readers are willing to pay for.

From the flip side, the metrics used to measure a media outlet's competitiveness are quietly shifting.

The volume of published articles is no longer a barrier to entry; AI can generate a thousand articles a day. The real barrier is "verifiable human authorship": was the information in the article gathered by journalists or created by the model? Was the content shaped by industry-experienced editors or merely by a combination of prompts?

In an internet landscape where 35% of new web pages show traces of AI, the ability to answer that question effectively represents a competitive advantage.

mundophone

Thursday, August 20, 2026

 

TECH


Holographic laser printing makes 3D shapes—voids and all—in one shot

Researchers at the University of Utah’s John and Marcia Price College of Engineering, in collaboration with researchers from The University of Texas at Austin, have demonstrated a new method of 3D printing that avoids the leaky seams that come with the layer-by-layer process. Using a nanoscale “mask” that diffracts laser light into a holographic pattern of the desired shape, it fuses its print material solid in one shot. The process can take as little as 7.5 seconds, a stark contrast from the hours other laser-based printing methods can take. 

In a paper published earlier this year, the Price researchers demonstrated this technique by printing microtubule assemblies with individual diameters as small as 6 micrometers. Long, thin tubes were a natural fit for the printing techniques capabilities, but those capabilities are already expanding. 

Now, along with colleagues from UT Austin, they have demonstrated even more complicated prints, including ones that have hollow voids along multiple axes.  

Their latest study, published in the journal Science Advances, was led by Rajesh Menon, professor in the Department of Electrical & Computer Engineering, along with lab member Dajun Lin. They collaborated with Texas’ Michael Cullinan, associate professor of mechanical engineering, and Zachariah A. Page, associate professor of chemistry, as well as members of their labs. 

Like their previous study, this project takes inspiration from photolithography, but applies the concept to three dimensions.

The researchers’ prints are made of a specially formulated resin. Consisting of stringy polymers, those molecular threads crosslink and harden when exposed to laser light. The unexposed sections of the substrate can then be easily washed away, leaving the desired shape behind.

In 2D photolithography, that shape is controlled by an opaque mask that blocks the laser from reaching the unwanted parts of the substrate. This approach is fine for two dimensions, since light only needs to reach the substrate’s surface. To apply the concept to three dimensions, the laser must pass through the substrate itself, crosslinking a volume of space inside. The challenge there is accuracy; because the substrate isn’t perfectly transparent, it will diffract the path of the laser as it passes through, causing blurring. 

Menon’s group devised a way around the blurring problem: a nanopatterned mask that compensates for the substrate’s diffraction. Placed in front of the light source, the mask channels the laser’s energy only to the volume of substrate that will become the final print.    

In their previous demonstration of the printer, the researchers made a variety of complex microtubule arrays, with dimensional ratios as high as 120:1. These prints featured voids along their length and width — the hollow portions of the tubes — but could not make them along the print’s height, leading Menon to call them “extended 2D” rather than “true 3D.” 

In their latest paper, however, Menon and colleagues have devised a way around this limitation.

The researchers demonstrated several hollow shapes, including this cube(University of Utah)

Starting with tweaks to the chemical makeup of their resin, the researchers take advantage of the fact that the light exposure and curing process happen at vastly different timescales, with the former taking place multiple orders of magnitude faster than the other. Through careful computational engineering, the researchers can design their photomasks such that print regions intended to remain hollow voids are kept dark enough to avoid crosslinking. 

“We engineer the way light flows through the resin such that there are bright regions where we want curing to happen — the solid regions of the print — and darker regions where we don’t,” says Menon.

The resulting shapes, including a hollow cylinder and cube, serve as a proof-of-concept for even larger prints, all done in a matter of seconds. 

Funding for this work came from National Science Foundation Future Manufacturing grant no. 2229036. Partial support was provided by the Robert A. Welch Foundation under grant F-2007.  

Other coauthors include Xiaofeng Chen, Connor J. O’Dea, Ji-Won Kim and Keldy S. Mason, members of Page’s lab, Barbara Groh’s, a member of the Cullinan lab, and Apratim Majumder, a member of Menon’s lab. Chih-Hao Chang, professor of mechanical engineering at the University of Texas at Austin, along with lab member Kwong Sang Lee, also contributed to the paper.

University of Utah


TECH


RMIT white paper identifies gap In Australia’s anti-scam architecture

Scam losses in Australia remain above $2 billion annually, and despite a range of government-led measures introduced in recent years, scams continue to take a toll on individuals across the country, particularly those in vulnerable communities.

A new white paper from RMIT University argues that a gap persists in the national anti-scam framework – one that sits at the very moment a victim is about to hand over funds, but before those funds have been irreversibly transferred.

A window between prevention and response...The paper, Completing Australia’s anti-scam architecture, was authored by RMIT’s Associate Deputy Vice-Chancellor of Strategy, International and Engagement in the College of Business and Law, Professor Mathews Nkhoma, in partnership with community finance organisation, Good Shepherd.

It contends that while Australia’s scam defences have improved, the current architecture is weighted toward two ends of the scam lifecycle: preventing initial contact with potential victims and responding after losses have already occurred. Between those two stages, the paper argues, lies a less formally recognised window where targeted intervention could stop funds from leaving a victim’s hands.

Professor Nkhoma describes this window as the “pre-transaction stage” – the period when a person, under pressure or deception, is seeking access to funds but has not yet sent them.

“The national anti-scam system is currently at its strongest either before contact is made or after loss has occurred,” he explained. “Between these points lies a stage that is less formally recognised – the pre-transaction stage – when a victim of fraud and under pressure or deception, seeks access to funds.”

“This is the point at which behavioural intervention can prevent a scam from progressing and funds have not yet been irreversibly transferred.”

A missing layer in the framework...The white paper’s central argument is that despite its importance, this pre-transaction stage has not been formally recognised as a distinct intervention layer within the national anti-scam architecture.

That means the current system lacks a structured mechanism for intervening at the point where deception meets financial decision-making – a moment the paper frames as one where behavioural intervention could still change the outcome.

“Despite its significance, the pre-transaction stage is not formally recognised as a distinct intervention layer within the national anti-scam architecture,” Professor Nkhoma noted.

The implication, as the paper lays it out, is that victims who have been psychologically manipulated but have not yet completed a transfer are passing through a stage where no formal intervention pathway exists to reach them.

Using existing infrastructure...Rather than calling for a new institution to fill this gap, the white paper proposes that a pre-transaction intervention strategy could be delivered through services that already exist within the community finance sector.

“A proposed pre-transaction stage strategy would operate through existing service infrastructure rather than requiring a new institution, with the purpose of interrupting scam-related harm at the moment when deception intersects with financial decision-making,” Professor Nkhoma outlined.

Community finance services, the paper argues, already sit at the point where individuals make financial decisions and could serve as a practical layer for this type of intervention. These services interact with people at moments of financial need or vulnerability, positioning them to identify warning signs that a transaction may be scam-related.

“Community finance services operate precisely at this point of decision,” he added. “A staged pilot would test and refine this intervention layer, assessing its effectiveness, safeguards and integration within the broader anti-scam framework.”

A staged pilot approach...The white paper recommends a staged pilot program to test the proposed intervention model before any broader rollout. The pilot would focus on evaluating the effectiveness of pre-transaction intervention, determining what safeguards are needed and assessing how the approach could be integrated within Australia’s existing anti-scam framework.

The intent, the paper argues, is not to replace any part of the current system but to complete it – adding a formally recognised layer at the stage where losses can still be prevented.

Professor Nkhoma has held his current role at RMIT since 2021, overseeing strategy, international and engagement initiatives within the College of Business and Law.

The gap in Australia’s anti-scam architecture...Australia's national response to scams has strengthened in recent years through government-led anti-scam measures. Yet losses remain above $2 billion, and scams continue to have a significant and devastating impact on individuals, particularly those in vulnerable communities. In a new white paper, RMIT professor Mathews Nkhoma has identified the critical gap in anti-scam architecture before funds have been irreversibly transferred. 

Professor Mathews Nkhoma, Associate Deputy Vice Chancellor Strategy International & Engagement, College of Business and Law: 

"The national anti-scam system is currently at its strongest either before contact is made or after loss has occurred. Between these points lies a stage that is less formally recognised - the pre-transaction stage - when a victim of fraud and under pressure or deception, seeks access to funds. 

"This is the point at which behavioural intervention can prevent a scam from progressing and funds have not yet been irreversibly transferred. 

"Despite its significance, the pre-transaction stage is not formally recognised as a distinct intervention layer within the national anti-scam architecture.  

"A proposed pre-transaction stage strategy would operate through existing service infrastructure rather than requiring a new institution, with the purpose of interrupting scam-related harm at the moment when deception intersects with financial decision-making.  

"Community finance services operate precisely at this point of decision. A staged pilot would test and refine this intervention layer, assessing its effectiveness, safeguards and integration within the broader anti-scam framework." 

Professor Mathews Nkhoma has authored a white paper Completing Australia’s anti-scam architecture in partnership with Good Shepherd. 


RMIT University

  TECH Analysis: France’s nuclear reactors are running hot and still keeping the lights on Much of western Europe has endured long stretches...