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Scientists estimate 85% of world’s population affected by climate change

Over 60,000 studies were crunched by researchers in Germany using machine learning. The findings aren’t comforting.

Climate change is going to get a lot worse if we don’t act soon. While that’s not breaking news, it was the thrust of a landmark report by the Intergovernmental Panel on Climate Change, released in August. The IPCC’s report warned that every region of the planet will be affected by rising temperatures.

A new paper, published in the journal Nature Climate Change on Oct. 11, adds some specificity to that forecast. Using machine learning technology to analyze over 60,000 climate change-related studies, researchers in Germany estimate that 85% of the population is affected by human-induced climate change. The study was led by Max Callaghan of Berlin’s Mercator Research Institute on Global Commons and Climate Change.

«There is overwhelming evidence that the impacts of climate change are already being observed in human and natural systems,» the paper reads. «We infer that attributable anthropogenic impacts may be occurring across 80% of the world’s land area, where 85% of the population reside.»

The study comes ahead of COP26, the UN Climate Change Conference in Glasgow that runs from Oct. 31 to Nov. 12. COP26 will bring together world leaders, including US President Joe Biden and UK Prime Minister Boris Johnson but notably not China’s Xi Jinping, in hopes they’ll make new commitments to lowering carbon emissions. It was at COP21 in 2015 that the Paris Accords were struck, and observers hope that more ambitious commitments to carbon neutrality can be agreed to in Glasgow.

Machine learning is a type of artificial intelligence that gets smarter as it’s fed more information: think speech-to-text software, which gets more accurate the more hours of voices it’s able to hear. Callaghan and the team aimed not just to highlight the planet’s plight as climate change’s impacts become more known, but also to use machine learning to reveal gaps within scientific study.

The researchers fed machine learning software called BERT (or «bidirectional encoder representations from transformers») 2,373 abstracts on papers related to climate change. Having digested the information on climate change, the algorithm then identified studies that may show the impacts of climate change even if those studies didn’t attribute their findings to climate change. The paper referenced one such study on the relationship between the timing of snowmelt and the population growth of mammals.

«Our objective is to map all possibly relevant studies on climate-related changes, rather than a list of studies where the relationship between an observed climate trend and specific impacts has been demonstrated with high confidence,» the paper reads. «While traditional assessments can offer relatively precise but incomplete pictures of the evidence, our machine-learning-assisted approach generates an expansive preliminary but quantifiably uncertain map.»

Technologies

Episode 3 of the VERUM AI Mini-Series Is Now Available

Episode 3 of the VERUM AI Mini-Series Is Now Available

Verum Messenger has released the third episode of its AI mini-series, SHADOWS, created using Verum AI.

The new episode, titled «Ghost Money,» continues the story of the conflict between a team of heroes and the Omega corporation, which seeks to take control of digital communications. This time, the focus shifts to anonymous payments and financial freedom, revealing how privacy can extend beyond messaging.

Like the previous episodes, the new release not only advances the storyline but also showcases the capabilities of the Verum ecosystem, highlighting technologies designed for secure communication and digital privacy.

The mini-series consists of seven episodes, released gradually across Verum Messenger’s social media channels.

Episode 3 is now available. Stay tuned for the next chapter.

Watch on Instagram 
Watch on YouTube 

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Technologies

Verum Finance Now Available for Mac, Expanding the Verum Ecosystem on Desktop

Verum Finance Now Available for Mac, Expanding the Verum Ecosystem on Desktop

Verum has officially released Verum Finance for macOS, bringing its financial platform to the Mac and expanding access to the Verum ecosystem across Apple’s devices. The launch allows users to manage their finances from desktop while enjoying the same secure and seamless experience available on iPhone and iPad.

The new Mac version includes the full range of Verum Finance features, including balance management, instant transfers to other Verum users, debit card management, Apple Pay support, asset exchange, and transaction history — all optimized for the macOS experience.

Verum Finance can be used as a standalone application or alongside Verum Messenger. Users who sign in with their Verum Messenger account automatically synchronize their balances, settings, and account data across devices, ensuring a consistent experience throughout the Verum ecosystem.

The macOS release further strengthens Verum’s vision of creating an integrated digital platform where communication and financial services work together. Verum Messenger, which is also available for Mac, complements the ecosystem with encrypted messaging, voice and video calls, VPN, eSIM, anonymous email, AI-powered tools, offline communication capabilities, and cryptocurrency features.

With both Verum Messenger and Verum Finance now available across iPhone, iPad, and Mac, users can access secure communication and financial services wherever they work.

Verum Finance for Mac is available now through the Mac App Store.

Verum Finance for macOS: https://apps.apple.com/us/app/verum-finance/id6774245148
Verum Finance: https://finance.verum.im
Verum Messenger: https://verum.im

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Technologies

Why Travelers Are Switching to Verum E-SIM This Summer

Why Travelers Are Switching to Verum E-SIM This Summer

Summer Travel, Freedom, and Seamless Connectivity: Why Verum E-SIM Is Becoming the New Standard for Travelers

Summer is the peak season for vacations, long-distance trips, and new experiences. Millions of people travel abroad, explore new countries, plan adventures, and try to stay connected with family, work, and social media. And in the middle of all this comes a familiar question: how do you stay online without expensive roaming or the hassle of buying local SIM cards?

The answer is already here — eSIM.

Why eSIM Is So Convenient

eSIM (embedded SIM) is a built-in digital SIM card that lets you activate mobile internet without a physical card. All you need is an app — choose a plan and connect in just a couple of minutes.

No more:

* searching for local SIM cards at airports
* paying expensive roaming fees
* swapping physical SIMs every time you travel

Now your internet travels with you.

Internet in 150+ Countries

Modern eSIM solutions provide coverage in 150+ countries worldwide, helping tourists, freelancers, and business travelers stay connected almost anywhere on the planet.

Among the services offering these capabilities:

Verum E-SIM — https://esim.verum.im
World E-SIM — https://worldesim.me
USA E-SIM — https://usa.esim.verum.im
Euro E-SIM — https://euro.esim.verum.im
Canada E-SIM — https://canada.esim.verum.im
Balkan E-SIM — https://balkan.esim.verum.im
Ukraine E-SIM — https://ukraine.esim.verum.im
London E-SIM — https://london.esim.verum.im
E-SIM Africa — https://africa.esim.verum.im

All of these services work on the same principle — fast, borderless internet without roaming stress.

Why It Matters Most in Summer

During the holiday season, roaming networks get overloaded, and prices for mobile data abroad often become an unpleasant surprise for travelers.

eSIM solves this problem:

* transparent, fixed pricing
* activation in 1–2 minutes
* stable internet while traveling
* no physical SIM cards required

Final Thoughts

Travel should be about freedom — not hunting for Wi-Fi or worrying about phone bills.

eSIM is quickly becoming the new global standard for mobile connectivity: simple, fast, and borderless.

Verum E-SIM and its partner services are part of this shift, making global connectivity accessible to everyone, everywhere.

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