world investment report 2011 pdf

World Investment Report 2011

Non-equity Modes of International Production and Development

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Book Review - World Investment Report 2011: Non-equity Modes of International Production and Development

by VGR Chandran Govindaraju

Germany Inward 41 190 61 091 4 218 37 627 46 134 9.1 0.6 6.4 7.7 Outward 47 072 121 736 77 142 78 200 104 857 10.4 11.1 13.2 17.6 Memorandum France Inward 36 415 84 339 64 184 34 027 33 905 12.6 10.3 6.2 6.4 Outward 68 177 129 986 155 047 102 949 84 112 23.5 24.8 18.8 15.9 United Kingdom Inward 50 809 176 192 91 489 71 140 45 908 19.7 20.7 22.3 14.0 Outward 95 919 146 495 161 056 44 381 11 020 37.1 36.4 13.9 3.4 European Union Inward 307 082 642 767 487 968 346 531 304 689 14.4 12.6 11.1 10.1 Outward 390 016 831 949 906 199 370 016 407 251 18.7 23.4 11.8 13.4 Europe Inward 319 408 678 432 514 975 387 825 313 100 14.3 12.6 11.7 9.7 Outward 416 562 917 805 983 284 434 171 475 763 19.1 24.1 13.1 14.8 Developed economies Inward 507 219 967 937 965 113 602 835 601 906 9.1 11.3 8.5 8.4 Outward 625 056 1 243 223 1 541 232 850 975 935 190 11.3 18.1 12.0 13.0 World Inward 718 542 1 471 784 1 744 101 1 185 030 1 243 671 9.8 12.5 9.5 9.1 Outward 703 779 1 487 426 1 910 509 1 170 527 1 323 337 ...

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FACT SHEET: President   Biden Issues Executive Order on Safe, Secure, and Trustworthy Artificial Intelligence

Today, President Biden is issuing a landmark Executive Order to ensure that America leads the way in seizing the promise and managing the risks of artificial intelligence (AI). The Executive Order establishes new standards for AI safety and security, protects Americans’ privacy, advances equity and civil rights, stands up for consumers and workers, promotes innovation and competition, advances American leadership around the world, and more. As part of the Biden-Harris Administration’s comprehensive strategy for responsible innovation, the Executive Order builds on previous actions the President has taken, including work that led to voluntary commitments from 15 leading companies to drive safe, secure, and trustworthy development of AI. The Executive Order directs the following actions: New Standards for AI Safety and Security

As AI’s capabilities grow, so do its implications for Americans’ safety and security.  With this Executive Order, the  President directs the  most sweeping  actions  ever taken  to protect Americans from  the potential  risks  of  AI  systems :

• Require that developers of the most powerful AI systems share their safety test results and other critical information with the U.S. government.  In accordance with the Defense Production Act, the Order will require that companies developing any foundation model that poses a serious risk to national security, national economic security, or national public health and safety must notify the federal government when training the model, and must share the results of all red-team safety tests. These measures will ensure AI systems are safe, secure, and trustworthy before companies make them public. 
• Develop standards, tools, and tests to help ensure that AI systems are safe, secure, and trustworthy.  The National Institute of Standards and Technology will set the rigorous standards for extensive red-team testing to ensure safety before public release. The Department of Homeland Security will apply those standards to critical infrastructure sectors and establish the AI Safety and Security Board. The Departments of Energy and Homeland Security will also address AI systems’ threats to critical infrastructure, as well as chemical, biological, radiological, nuclear, and cybersecurity risks. Together, these are the most significant actions ever taken by any government to advance the field of AI safety.
• Protect against the risks of using AI to engineer dangerous biological materials  by developing strong new standards for biological synthesis screening. Agencies that fund life-science projects will establish these standards as a condition of federal funding, creating powerful incentives to ensure appropriate screening and manage risks potentially made worse by AI.
• Protect Americans from AI-enabled fraud and deception by establishing standards and best practices for detecting AI-generated content and authenticating official content . The Department of Commerce will develop guidance for content authentication and watermarking to clearly label AI-generated content. Federal agencies will use these tools to make it easy for Americans to know that the communications they receive from their government are authentic—and set an example for the private sector and governments around the world.
• Establish an advanced cybersecurity program to develop AI tools to find and fix vulnerabilities in critical software,  building on the Biden-Harris Administration’s ongoing AI Cyber Challenge. Together, these efforts will harness AI’s potentially game-changing cyber capabilities to make software and networks more secure.
• Order the development of a National Security Memorandum that directs further actions on AI and security,  to be developed by the National Security Council and White House Chief of Staff. This document will ensure that the United States military and intelligence community use AI safely, ethically, and effectively in their missions, and will direct actions to counter adversaries’ military use of AI.

Protecting Americans’ Privacy

Without safeguards, AI can put Americans’ privacy further at risk. AI not only makes it easier to extract, identify, and exploit personal data, but it also heightens incentives to do so because companies use data to train AI systems.  To better protect Americans’ privacy, including from the risks posed by AI, the President calls on Congress to pass bipartisan data privacy legislation to protect all Americans, especially kids, and directs the following actions:

• Protect Americans’ privacy by prioritizing federal support for accelerating the development and use of privacy-preserving techniques— including ones that use cutting-edge AI and that let AI systems be trained while preserving the privacy of the training data.  
• Strengthen privacy-preserving research   and technologies,  such as cryptographic tools that preserve individuals’ privacy, by funding a Research Coordination Network to advance rapid breakthroughs and development. The National Science Foundation will also work with this network to promote the adoption of leading-edge privacy-preserving technologies by federal agencies.
• Evaluate how agencies collect and use commercially available information —including information they procure from data brokers—and  strengthen privacy guidance for federal agencies  to account for AI risks. This work will focus in particular on commercially available information containing personally identifiable data.
• Develop guidelines for federal agencies to evaluate the effectiveness of privacy-preserving techniques,  including those used in AI systems. These guidelines will advance agency efforts to protect Americans’ data.

Advancing Equity and Civil Rights

Irresponsible uses of AI can lead to and deepen discrimination, bias, and other abuses in justice, healthcare, and housing. The Biden-Harris Administration has already taken action by publishing the  Blueprint for an AI Bill of Rights  and issuing an  Executive Order directing agencies to combat algorithmic discrimination , while enforcing existing authorities to protect people’s rights and safety.  To ensure that AI advances equity and civil rights, the President directs the following additional actions:

• Provide clear guidance to landlords, Federal benefits programs, and federal contractors  to keep AI algorithms from being used to exacerbate discrimination.
• Address algorithmic discrimination  through training, technical assistance, and coordination between the Department of Justice and Federal civil rights offices on best practices for investigating and prosecuting civil rights violations related to AI.
• Ensure fairness throughout the criminal justice system  by developing best practices on the use of AI in sentencing, parole and probation, pretrial release and detention, risk assessments, surveillance, crime forecasting and predictive policing, and forensic analysis.

Standing Up for Consumers, Patients, and Students

AI can bring real benefits to consumers—for example, by making products better, cheaper, and more widely available. But AI also raises the risk of injuring, misleading, or otherwise harming Americans.  To protect consumers while ensuring that AI can make Americans better off, the President directs the following actions:

• Advance the responsible use of AI  in healthcare and the development of affordable and life-saving drugs. The Department of Health and Human Services will also establish a safety program to receive reports of—and act to remedy – harms or unsafe healthcare practices involving AI. 
• Shape AI’s potential to transform education  by creating resources to support educators deploying AI-enabled educational tools, such as personalized tutoring in schools.

Supporting Workers

AI is changing America’s jobs and workplaces, offering both the promise of improved productivity but also the dangers of increased workplace surveillance, bias, and job displacement.  To mitigate these risks, support workers’ ability to bargain collectively, and invest in workforce training and development that is accessible to all, the President directs the following actions:

• Develop principles and best practices to mitigate the harms and maximize the benefits of AI for workers  by addressing job displacement; labor standards; workplace equity, health, and safety; and data collection. These principles and best practices will benefit workers by providing guidance to prevent employers from undercompensating workers, evaluating job applications unfairly, or impinging on workers’ ability to organize.
• Produce a report on AI’s potential labor-market impacts , and  study and identify options for strengthening federal support for workers facing labor disruptions , including from AI.

Promoting Innovation and Competition

America already leads in AI innovation—more AI startups raised first-time capital in the United States last year than in the next seven countries combined.  The Executive Order ensures that we continue to lead the way in innovation and competition through the following actions:

• Catalyze AI research across the United States  through a pilot of the National AI Research Resource—a tool that will provide AI researchers and students access to key AI resources and data—and expanded grants for AI research in vital areas like healthcare and climate change.
• Promote a fair, open, and competitive AI ecosystem  by providing small developers and entrepreneurs access to technical assistance and resources, helping small businesses commercialize AI breakthroughs, and encouraging the Federal Trade Commission to exercise its authorities.
• Use existing authorities to expand the ability of highly skilled immigrants and nonimmigrants with expertise in critical areas to study, stay, and work in the United States  by modernizing and streamlining visa criteria, interviews, and reviews.

Advancing American Leadership Abroad

AI’s challenges and opportunities are global.  The Biden-Harris Administration will continue working with other nations to support safe, secure, and trustworthy deployment and use of AI worldwide. To that end, the President directs the following actions:

• Expand bilateral, multilateral, and multistakeholder engagements to collaborate on AI . The State Department, in collaboration, with the Commerce Department will lead an effort to establish robust international frameworks for harnessing AI’s benefits and managing its risks and ensuring safety. In addition, this week, Vice President Harris will speak at the UK Summit on AI Safety, hosted by Prime Minister Rishi Sunak.
• Accelerate development and implementation of vital AI standards  with international partners and in standards organizations, ensuring that the technology is safe, secure, trustworthy, and interoperable.
• Promote the safe, responsible, and rights-affirming development and deployment of AI abroad to solve global challenges,  such as advancing sustainable development and mitigating dangers to critical infrastructure.

Ensuring Responsible and Effective Government Use of AI

AI can help government deliver better results for the American people. It can expand agencies’ capacity to regulate, govern, and disburse benefits, and it can cut costs and enhance the security of government systems. However, use of AI can pose risks, such as discrimination and unsafe decisions.  To ensure the responsible government deployment of AI and modernize federal AI infrastructure, the President directs the following actions:

• Issue guidance for agencies’ use of AI,  including clear standards to protect rights and safety, improve AI procurement, and strengthen AI deployment.  
• Help agencies acquire specified AI products and services  faster, more cheaply, and more effectively through more rapid and efficient contracting.
• Accelerate the rapid hiring of AI professionals  as part of a government-wide AI talent surge led by the Office of Personnel Management, U.S. Digital Service, U.S. Digital Corps, and Presidential Innovation Fellowship. Agencies will provide AI training for employees at all levels in relevant fields.

As we advance this agenda at home, the Administration will work with allies and partners abroad on a strong international framework to govern the development and use of AI. The Administration has already consulted widely on AI governance frameworks over the past several months—engaging with Australia, Brazil, Canada, Chile, the European Union, France, Germany, India, Israel, Italy, Japan, Kenya, Mexico, the Netherlands, New Zealand, Nigeria, the Philippines, Singapore, South Korea, the UAE, and the UK. The actions taken today support and complement Japan’s leadership of the G-7 Hiroshima Process, the UK Summit on AI Safety, India’s leadership as Chair of the Global Partnership on AI, and ongoing discussions at the United Nations. The actions that President Biden directed today are vital steps forward in the U.S.’s approach on safe, secure, and trustworthy AI. More action will be required, and the Administration will continue to work with Congress to pursue bipartisan legislation to help America lead the way in responsible innovation. For more on the Biden-Harris Administration’s work to advance AI, and for opportunities to join the Federal AI workforce, visit AI.gov .

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