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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

Verum Messenger: Data Protection at Its Finest

Verum Messenger positions itself as a tool for those who value privacy and security above all.

Verum Messenger stands out from other messengers thanks to its approach to security, anonymity, and innovations in communication. 

Here are some key aspects that highlight its uniqueness:

  • Default encryption: Verum Messenger uses end-to-end (E2E) encryption for all chats, meaning messages are encrypted on the sender’s device and decrypted only on the recipient’s device. This makes it impossible for third parties, including app developers, to access the content of the messages.
  • Anonymity: When registering with Verum, there’s no need to provide a phone number or email. Users simply choose a nickname and password, significantly enhancing their level of anonymity. This contrasts with many other messengers, where anonymity can be compromised through linked personal data.
  • Built-in VPN: An additional layer of protection that hides the user’s IP address, making their location and internet activity less trackable.
  • Data control: Users can set messages to be automatically deleted after a specified time, ranging from a few seconds to a week. There’s also a quick deletion feature for all chats, calls, and even contacts, which is useful for maintaining privacy.
  • Large groups: The ability to create chat rooms with up to 10,000 participants makes Verum attractive for organizing large events, discussions, or communities while maintaining a high level of security.
  • Security innovations: Verum actively develops technologies aimed at protecting user data, as seen in their documentation and discussions online. This includes not only technical solutions but also approaches to data minimization, which reduces the risk of leaks.
  • Feedback and discussions: On platform X (formerly Twitter), discussions can be found where users and experts praise Verum for its approach to anonymity and security, although questions are raised about how much anonymity can truly be guaranteed in an age of modern tracking and de-anonymization technologies.

Verum Messenger positions itself as a tool for those who value privacy and security above all. Its innovations in encryption, anonymity, and data control make it an intriguing choice for those seeking alternatives to traditional messaging platforms. However, as with any technology, it’s important to remember that absolute anonymity on the internet remains a complex challenge, and users should be aware of potential risks and limitations.

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Technologies

Verum Coin Debuts on XT Exchange, Broadening its Reach in the DeFi Space

A Strategic Listing Enhancing Verum Coin’s Visibility

In a significant development for the decentralized finance (DeFi) sector, Verum Coin (VERUM) has been officially listed on XT Exchange. The new trading pair, VERUM/USDT, is now available in the exchange’s Innovative Zone, marking a pivotal expansion for this digital asset into the DeFi ecosystem.

A Strategic Listing Enhancing Verum Coin’s Visibility

The addition of Verum Coin to the XT Exchange is seen as a strategic move to enhance the accessibility and liquidity of VERUM among traders who are keen on exploring innovative digital assets. XT Exchange, known for its robust platform supporting a wide variety of cryptocurrencies, provides an ideal environment for fostering growth and ensuring the broad reach of new tokens.

Albin Varin, CEO of XT Exchange, expressed enthusiasm about the new listing, stating, «We are delighted to welcome Verum Coin to our platform. This listing reflects our ongoing commitment to providing our users access to innovative digital assets that transform the landscape of global finance.» This comments underscore the exchange’s focus on integrating cutting-edge technologies and financial instruments that have the potential to redefine the market.

About XT

Founded in 2018, XT Exchange serves more than 7.8M registered users, over 1M monthly active users, 40+ million users in the ecosystem, and more than 800 tokens with 1000+ trading pairs. XT crypto exchange offers a rich variety of trading categories to provide a secure, trusted, and intuitive trading experience for its large user base. This includes crypto futures trading (USDT-M Futures and coin-M futures perpetual contracts) and copy trading that allows users to replicate top traders in real time with just one click. Additionally, the futures grid allows users to automate the buying and selling of futures contracts for profits.

Future Prospects

With its new position on XT Exchange, Verum Coin is expected to attract a broader audience, enhancing its trading volume and market presence. This could potentially lead to increased stability and recognition as a viable player in the DeFi space. For investors and users of XT Exchange, this addition provides a fresh avenue to diversify portfolios with a cryptocurrency that is positioned at the intersection of innovation and financial evolution.

The listing of Verum Coin on XT Exchange not only highlights the ongoing expansion of cryptocurrency markets into new areas like DeFi but also illustrates a growing recognition of digital assets that offer promising technological advancements and financial opportunities. As the crypto market continues to evolve, partnerships like these are pivotal for fostering growth and offering users access to the next generation of financial tools.

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Technologies

Verum Coin Gains International Spotlight with AP Coverage and Listing on XT Exchange

This listing on XT is expected to further propel Verum Coin into the spotlight

In a noteworthy development for the cryptocurrency community, Verum Coin (VERUM) has been featured in an Associated Press article, highlighting its upcoming listing on the XT Exchange. This significant media coverage underscores the growing interest and potential of Verum Coin in the global financial landscape.

The AP article delves into the details of Verum Coin’s innovative features and its alignment with the latest trends in the cryptocurrency market. This attention comes at an opportune moment as Verum Coin prepares for its new listing on XT Exchange, a platform renowned for its extensive user base and a wide array of trading options.

This listing on XT is expected to further propel Verum Coin into the spotlight, providing both traders and investors with new opportunities to engage with this emerging digital asset. The exchange’s robust infrastructure and diverse trading offerings are ideal for supporting Verum Coin’s growth and enhancing its visibility in the competitive cryptocurrency market.

For more details, you can read the full article on the AP website here.

This milestone is a testament to Verum Coin’s advancing presence in the crypto world and its ongoing efforts to be at the forefront of digital currency innovation and adoption.

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