The Commission proposes today new rules and actions aiming to turn Europe into the global hub for trustworthy Artificial Intelligence (AI). The combination of the first-ever legal framework on AI and a new Coordinated Plan with Member States will guarantee the safety and fundamental rights of people and businesses, while strengthening AI uptake, investment and innovation across the EU. New rules on Machinery will complement this approach by adapting safety rules to increase users’ trust in the new, versatile generation of products.
Margrethe Vestager, Executive Vice-President for a Europe fit for the Digital Age, said: “On Artificial Intelligence, trust is a must, not a nice to have. With these landmark rules, the EU is spearheading the development of new global norms to make sure AI can be trusted. By setting the standards, we can pave the way to ethical technology worldwide and ensure that the EU remains competitive along the way. Future-proof and innovation-friendly, our rules will intervene where strictly needed: when the safety and fundamental rights of EU citizens are at stake.”
Commissioner for Internal Market Thierry Breton said: “AI is a means, not an end. It has been around for decades but has reached new capacities fueled by computing power. This offers immense potential in areas as diverse as health, transport, energy, agriculture, tourism or cyber security. It also presents a number of risks. Today’s proposals aim to strengthen Europe’s position as a global hub of excellence in AI from the lab to the market, ensure that AI in Europe respects our values and rules, and harness the potential of AI for industrial use.”
The new AI regulation will make sure that Europeans can trust what AI has to offer. Proportionate and flexible rules will address the specific risks posed by AI systems and set the highest standard worldwide. The Coordinated Plan outlines the necessary policy changes and investment at Member States level to strengthen Europe’s leading position in the development of human-centric, sustainable, secure, inclusive and trustworthy AI.
The European approach to trustworthy AI
The new rules will be applied directly in the same way across all Member States based on a future-proof definition of AI. They follow a risk-based approach:
Unacceptable risk: AI systems considered a clear threat to the safety, livelihoods and rights of people will be banned. This includes AI systems or applications that manipulate human behaviour to circumvent users’ free will (e.g. toys using voice assistance encouraging dangerous behaviour of minors) and systems that allow ‘social scoring’ by governments.
High-risk: AI systems identified as high-risk include AI technology used in:
- Critical infrastructures (e.g. transport), that could put the life and health of citizens at risk;
- Educational or vocational training, that may determine the access to education and professional course of someone’s life (e.g. scoring of exams);
- Safety components of products (e.g. AI application in robot-assisted surgery);
- Employment, workers management and access to self-employment (e.g. CV-sorting software for recruitment procedures);
- Essential private and public services (e.g. credit scoring denying citizens opportunity to obtain a loan);
- Law enforcement that may interfere with people’s fundamental rights (e.g. evaluation of the reliability of evidence);
- Migration, asylum and border control management (e.g. verification of authenticity of travel documents);
- Administration of justice and democratic processes (e.g. applying the law to a concrete set of facts).
High-risk AI systems will be subject to strict obligations before they can be put on the market:
- Adequate risk assessment and mitigation systems;
- High quality of the datasets feeding the system to minimise risks and discriminatory outcomes;
- Logging of activity to ensure traceability of results;
- Detailed documentation providing all information necessary on the system and its purpose for authorities to assess its compliance;
- Clear and adequate information to the user;
- Appropriate human oversight measures to minimise risk;
- High level of robustness, security and accuracy.
In particular, all remote biometric identification systems are considered high risk and subject to strict requirements. Their live use in publicly accessible spaces for law enforcement purposes is prohibited in principle. Narrow exceptions are strictly defined and regulated (such as where strictly necessary to search for a missing child, to prevent a specific and imminent terrorist threat or to detect, locate, identify or prosecute a perpetrator or suspect of a serious criminal offence). Such use is subject to authorisation by a judicial or other independent body and to appropriate limits in time, geographic reach and the data bases searched.
Limited risk, i.e. AI systems with specific transparency obligations: When using AI systems such as chatbots, users should be aware that they are interacting with a machine so they can take an informed decision to continue or step back.
Minimal risk: The legal proposal allows the free use of applications such as AI-enabled video games or spam filters. The vast majority of AI systems fall into this category. The draft Regulation does not intervene here, as these AI systems represent only minimal or no risk for citizens’ rights or safety.
In terms of governance, the Commission proposes that national competent market surveillance authorities supervise the new rules, while the creation of a European Artificial Intelligence Board will facilitate their implementation, as well as drive the development of standards for AI. Additionally, voluntary codes of conduct are proposed for non-high-risk AI, as well as regulatory sandboxes to facilitate responsible innovation.
The European approach to excellence in AI
Coordination will strengthen Europe’s leading position in human-centric, sustainable, secure, inclusive and trustworthy AI. To remain globally competitive, the Commission is committed to fostering innovation in AI technology development and use across all industries, in all Member States.
First published in 2018 to define actions and funding instruments for the development and uptake of AI, the Coordinated Plan on AI enabled a vibrant landscape of national strategies and EU funding for public-private partnerships and research and innovation networks. The comprehensive update of the Coordinated Plan proposes concrete joint actions for collaboration to ensure all efforts are aligned with the European Strategy on AI and the European Green Deal, while taking into account new challenges brought by the coronavirus pandemic. It puts forward a vision to accelerate investments in AI, which can benefit the recovery. It also aims to spur the implementation of national AI strategies, remove fragmentation, and address global challenges.
The updated Coordinated Plan will use funding allocated through the Digital Europe and Horizon Europe programmes, as well as the Recovery and Resilience Facility that foresees a 20% digital expenditure target, and Cohesion Policy programmes, to:
- Create enabling conditions for AI’s development and uptake through the exchange of policy insights, data sharing and investment in critical computing capacities;
- Foster AI excellence ‘from the lab to the market’ by setting up a public-private partnership, building and mobilising research, development and innovation capacities, and making testing and experimentation facilities as well as digital innovation hubs available to SMEs and public administrations;
- Ensure that AI works for people and is a force for good in society by being at the forefront of the development and deployment of trustworthy AI, nurturing talents and skills by supporting traineeships, doctoral networks and postdoctoral fellowships in digital areas, integrating Trust into AI policies and promoting the European vision of sustainable and trustworthy AI globally;
- Build strategic leadership in high-impact sectors and technologies including environment by focusing on AI’s contribution to sustainable production, health by expanding the cross-border exchange of information, as well as the public sector, mobility, home affairs and agriculture, and Robotics.
The European approach to new machinery products
Machinery products cover an extensive range of consumer and professional products, from robots to lawnmowers, 3D printers, construction machines, industrial production lines. The Machinery Directive, replaced by the new Machinery Regulation, defined health and safety requirements for machinery. This new Machinery Regulation will ensure that the new generation of machinery guarantees the safety of users and consumers, and encourages innovation. While the AI Regulation will address the safety risks of AI systems, the new Machinery Regulation will ensure the safe integration of the AI system into the overall machinery. Businesses will need to perform only one single conformity assessment.
Additionally, the new Machinery Regulation will respond to the market needs by bringing greater legal clarity to the current provisions, simplifying the administrative burden and costs for companies by allowing digital formats for documentation and adapting conformity assessment fees for SMEs, while ensuring coherence with the EU legislative framework for products.
The European Parliament and the Member States will need to adopt the Commission’s proposals on a European approach for Artificial Intelligence and on Machinery Products in the ordinary legislative procedure. Once adopted, the Regulations will be directly applicable across the EU. In parallel, the Commission will continue to collaborate with Member States to implement the actions announced in the Coordinated Plan.
What Is A Mac Data Recovery Software & How Does It Work
With the advent of technology, data storage remains a crucial element of business and communication. Whether using a Windows PC, Android, or macOS, you need versatile software to secure your data. If you continuously use MacOS, you need good Mac data recovery software.
Of course, most people still use some of the simplest ways to free up space by finding and deleting files and folders that are no longer needed. Whether these files were downloaded or shared to your MacBook, deleting them to create more space is a straightforward process. However, it is better not to fret, as recovering files that have been accidentally deleted is equally simple and easy.
There are several good data recovery software you can install and use to recover files and folders. You can easily use this software to recover deleted files on Mac, including finding and removing duplicate files, clearing temporary files, and emptying all the trash cans.
In this article, we focus on explaining more about Mac data recovery software and how they work. The article will help you better understand Mac data recovery software, how they work, and how to choose the best to use with your system.
Mac Data Recovery Software
The best data recovery software for Mac will help you:
- Recover data from crashed or non-booting Mac
- Recover deleted documents, emails, videos, audios, and photos
- Protect macOS Big Sur and lower versions
- Support data recovery from USB corruption, unrecognized drives, and partition loss
Let’s look at one of the best data recovery software for Mac – Disk Drill for Mac.
Disk Drill For Mac
Disk Drill, developed by Cleverfiles, is the free data software for Mac OS X. in addition to having previewing capabilities for recovered files and folders, Disk Drill Basic contains several other functionalities such as Guaranteed Recovery and Recovery Vault, boot disk maker, lost partition restoration and so on. This makes Disk Drill one of the best Mac data recovery software to use.
The latest version of the software has an extensive database of file signatures that can be recovered from drives even when your devices are formatted. Besides, the software uses very efficient and quick scanning algorithms.
If you are using macOS and think that this software may become obsolete after some usage time, you are wrong. Disk Drill Data Recovery for Mac is constantly updated and supported by committed teams to cover all the cases of data corruption that may result from the loss of power, improper removal of a device, etc. Below are some of the main features that make Disk Drill a top data recovery software for Mac:
- Guarantee Recovery is a background service that saves a copy of each file to a user-specific folder. Both the data protection modules significantly reduce the chances of permanently losing critical data.
- Recovery Vault provides an extra layer to the Mac trash bin that references the deleted files on Mac. The data recovery feature provides the ability to recover lost data from a byte-to-byte cone version of the device and even partitions without risking the original storage source.
- Other available tools for free include Disk Health Monitor, Time Machine Recovery, Emergency Recovery Boot Drive, Duplicate File Finder, and Mac Cleaner.
Disk Drill, therefore successfully manages the balance between essential features for casual users and those advanced features required by professional and enterprise users.
How Does It work?
1. Clean Up Your Mac
The apps help you get rid of temporary files, uninstall unwanted applications, clean up additional languages, delete big files stored in the mail, among other locations.
Disk Drill has significant features of cleaning applications and will help you get rid of duplicate files too quickly.
2. Find And Remove Duplicate Files
Disk Drill helps you by quickly finding and removing duplicate data on your Mac.
3. Empty The Trash Cans
Emptying the trash cans is the other way to empty or clean up space on Mac. Usually, when you delete files, they are sent to the trash can for storage so that you can easily recover them.
4. Uninstall Applications
You may have installed several apps in the Mac that you no longer use. Such apps take up much space on your device, and you can remove them with Disk Drill to free up space.
5. Clean Out Temporary Files
Many people still retain files they have used in their MacBook. Such files will be taking up your disk space without adding any value. Cleaning the temporary files is an excellent way to free up some space for more important files.
Other Mac Data Recovery Software To Consider
Apart from Disk Drill, other software that is also considered among the best recovery apps on Mac include:
- PhotoRec For Mac
- EaseUS Data Recovery Wizard for Mac
- MiniTool Power Data Recovery for Mac
- Softtote Mac Data Recovery
Paperless Travel Pilot Outlines Best Practices for Digital Travel Experience
The World Economic Forum today releases findings from its digital passport pilot project which indicate that a fully digital travel experience is possible. However, further collaboration is needed to progress towards globally accepted and verifiable digital travel credentials.
The Known Traveller Digital Identity (KTDI)initiative, which was started in 2018, has worked with the governments of Canada and the Netherlands plus private-sector partners to pilot digital travel credentials for paperless travel between two countries. Lessons from this pilot are particularly relevant today as COVID-19 has underscored the need for verifiable digital credentials in cross-border travel.
A new white paper, Accelerating the Transition to Digital Credentials for Travel, is the result of collaboration between the World Economic Forum, Accenture and industry and government partners. It draws on lessons from the KTDI pilot and is intended to serve as a playbook to guide decision making and help assess important considerations in the use of verifiable digital travel credentials across borders.
“Creating digital travel credentials that work across borders is not an issue of technology but an issue of governance,” said Lauren Uppink, Head of Aviation, Travel and Tourism, World Economic Forum. “The learnings from the Forum’s KTDI consortium demonstrates that while the technology for the next stage of digital-first travel is ready, thoughtful collective action is what truly enables the design and effective implementation of global governance structures, ensuring that digital travel credentials are easy to use, trustworthy and verifiable across borders.”
“The pandemic has highlighted the urgency for trusted, widely-accepted, privacy preserving digital travel credentials,” says Christine Leong, Global Lead for Blockchain Identity & Biometrics, Accenture. “Leveraging digital travel credentials would provide a much more secure way of sharing verifiable information, leading to greater assurance for travellers, shorter airport processing time, and greater efficiency for airline and border staff. To achieve this, governments and private sector organisations must collaborate to bring about a seamless, paperless and contactless travel continuum for all. The time to work together is now.”
Lessons from the KTDI pilot
The KTDI project established that two major, often misleadingly polarized, technology approaches to verifiable digital identities can work together. Working with governments and technology partners, the consortium found that public key infrastructure (PKI) and decentralized digital identity can co-exist and address the digitalization of various parts of a travel journey.
Furthermore, the pilot project found that these technologies can and must be integrated within existing systems to accelerate adoption and scale.
Interoperability and collaboration were other key areas for progress identified during the KTDI pilot. For paper passports, interoperability already exists as all participating member states agree to follow the specifications through the International Civil Aviation Organization (ICAO)’s governance and trust frameworks.
Such an agreement for the specifications of digital travel credentials is not as widespread yet, but the adoption of traditional passport specifications shows that the benefits of using digital credentials in travel cannot be realized through isolated or one-off approaches.
The KTDI project
The first cross-border pilot for digital travel identification, the Known Traveller Digital Identity (KTDI) project, has been piloted with government partners from Canada and the Netherlands, along with a consortium of technology, private sector and other partners. The KTDI partners have designed and built the first government-led, public-private ecosystem to test the vision of safe and seamless cross-border travel. This vision aimed to reduce touchpoints by using emerging technologies, including biometrics and decentralized identity, and inform the future development of a globally accepted decentralized identity ecosystem.
Although the COVID-19 pandemic has affected KTDI pilot efforts, it has also created an opportunity to further analyse how decentralized digital identity and PKI-based approaches could work together or work in sync. Although the initial pilot employed a decentralized identity approach to trial trusted digital credentials, KTDI could in the future expand to incorporate additional verifiable credentials such as COVID-19 vaccination certificates, as well as PKI-based digital credentials.
The consortium’s achievements and expertise can serve as a valuable blueprint to inform other similar efforts being pursued globally.
Online game showcases plight of our planet’s disappearing coral reefs
One of the world’s leading producers of online word games joined a global effort to help protect the planet’s coral reefs, which a new report finds are disappearing at an alarming rate.
Sweden’s MAG Interactive has unveiled six ocean-themed games to educate people about the ocean, coral reefs and climate change risks. The games will be launched in Wordzee, Ruzzle, Word Domination, WordBrain, WordBrain 2 and New QuizDuel.
Players are encouraged to either add their name to the petition for greater ocean and climate action and/or donate to projects associated with the Global Fund for Coral Reefs that are working to protect ocean health.
MAG Interactive is part of United Nations Environment Programmes’s (UNEP’s) Playing for the Planet Alliance that brings together gaming companies worldwide with a monthly active player base of more than 1.5 billion and a common goal of improving the environment through play.
The initiative has seen developers, including the popular Rovio Angry Birds, integrate environmental messages into their games to support the global environmental agenda, ranging from planting millions of trees to reducing plastic in their products.
Gaming companies are also supporting the Playing4Forests pledge, asking world leaders to protect forests as a line of defence against climate change.
“We couldn’t be more excited to join hands with MAG Interactive and Playing for the Planet partners, to raise awareness and resources for our planet’s precious coral reefs on the front line of climate change,” said Leticia Carvalho, Head of Marine and Freshwater at UNEP.
“Many people have no idea of the value of coral reefs to the well being of species and humans alike. Gaming can be transformational in inspiring this learning and action journey,” she added.
While they may look like plants or hard rocks, most corals are made up of thousands of small, soft-bodied animals, called polyps, surrounded by stony exoskeletons. Coral reefs support a quarter of all marine life. They also provide at least half a billion people with jobs and food while protecting coastlines from storms and flooding.
Coral reefs are also extremely sensitive to climate change. Corals have shown the most rapid increase in extinction risk of all the species assessed by the Global Biodiversity Outlook.
When waters get too warm, corals release the symbiotic algae turning white, a process known as bleaching. While corals can recover from bleaching if conditions improve, prolonged coral bleaching can be fatal.
The Status of Coral Reefs of the World: 2020, released last week by the Global Coral Reef Monitoring Network in partnership with UNEP, found that 14 per cent of the world’s coral has been lost since 2009, and climate change is threatening what remains of these fragile ecosystems, often call the “rainforests of the sea.”
In the last 12 years, around 11,700 square kilometres of coral has disappeared. That is more than all the living coral in Australia.
But there is still hope for corals. Across the globe, scientists are identifying pockets of coral habitats that have greater resilience to climate change and may provide the key to their survival. The research shows that incorporating coral safe havens, known as climate refugia, into conservation plans is vital for ensuring their future survival as we work to halt and reverse current threats.
“Our goal is to create engaging content for our players while spreading an important message, that they have the power to help preserve marine ecosystems,” said Daniel Hasselberg, CEO of MAG Interactive.
MAG Interactive, whose ten game titles have been downloaded over 350 million times, developed the ocean-themes games based on the UNEP-led campaign Glowing Glowing Gone.
The creative campaign works to curb the threats to coral reefs, which along with climate change are under siege from overfishing, coastal development, pollution and ocean acidification.
The debut of the ocean-themed games preceded the recent announcement of US$125 million earmarked for the Global Fund for Coral Reefs to address critical financing and private investment barriers centered around the blue economy and to protect coral reefs. As the Global Climate Fund’s first at-scale private sector programme in climate adaptation, this investment signifies a major achievement for coral and climate resilience.
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