Selected TED/TEDx talks on artificial intelligence

Artificial intelligence (AI) describes the cognitive function of machines through technology such as algorithms or other machine learning mechanisms. The very definition of AI places technological devices with this “artificial” knowledge in comparison to and opposition with humans possessing “natural” knowledge. This discipline within technology has been around for more than sixty years and in recent years, is gaining consistent enough momentum that many of its once outlandish ambitions – such as self-driving cars, for example – are current or imminent reality. As computing power advances exponentially and uses for and types of data are ever-growing, AI is becoming ubiquitous in the news of the newest and emerging technological innovations.

As AI sustains and draws on its now considerable basis of achievements to make even more advancements in research and development across many business sectors, ethical and existential dilemmas related to it become more prevalent as well. Returning to that initial dichotomy between artificial or machine intelligence and natural or human intelligence, the design ethics and morality of bestowing human-like thinking ability on devices and networks raise many philosophical questions. Certain uses of AI, such as for autonomous weapons, could even pose safety risks to humans if not developed and directed thoughtfully.

These questions can go on and on; practical ethics represents the attempt to navigate the broad social context of the workplace by reconciling professional rules with moral expectations and norms. This, again, is highly pertinent to a corporate compliance program, which seeks to encourage an business culture that respects legality, approaches business competitively yet thoughtfully, and also sets standards for employee and organizational integrity. It is imperative for compliance professionals to understand practical ethics and use dilemma sessions or open discussions with the businesses they advise in order to encourage a common comfort level with this sort of thinking throughout their organization.

The below TED/TEDx talks emphasize the connection between AI and human life, commonly invoking questions about bioethics, practical ethics, and morality.

  • Artificial intelligence: dream or nightmare? (Stefan Wess) – Stefan Wess, a computer scientist and entrepreneur, provides a helpful primer on the history and current state of artificial intelligence in the contemporary movement of machine education. Big Data, the Internet of Things, machine learning, speech recognition – all these technologies and AI-related topics are already part of daily life. But as this continues to develop, how will organizations and individuals interact with the technology? How should it best be controlled and is it even possible to do so? The many risk implications of AI must be considered as more advanced creations become stronger and closer to reality every day.

 

 

  • Can we build AI without losing control over it? (Sam Harris) – Neuroscientist and philosopher Sam Harris is well-known for his commentaries on the interaction of science, morality, and society. Advanced AI is no longer just theoretical stuff of science fiction and the very distant future. Superintelligent AI – completely autonomous, superhuman machines, devices, and networks – is very close to reality. Technologists, the organizations in which they work, and the communities for which they create must all be conscientious about the development of these technologies and the assessment of the risks they could pose. Contending with the potential problems that stem from creating this very advanced AI needs to be done now, in anticipation of the technology, not later – when it may no longer be possible to control what has been designed and brought to “life.”   Planning, careful control frameworks, and regulatory supervision that balances openly encouraging innovation with soberly considering safety and risk consequences are all necessary to conscientiously embark upon these amazing technological endeavors.

 

 

  • What happens when our computers get smarter than we are? (Nick Bostrom) – In the same vein as the previous talk, one of the consequences of extremely “smart” artificial intelligence is that machine learning could be just as smart as a human being’s knowledge – and then, of course, eventually overtake humans in intelligence. This is alarming because it suggests the potential that humans could introduce their own subservience or obsolescence via machines created to make machines smarter. Again, all participants in developing this technology, including the consumers to whom it is ultimately directed, need to consider their intentions in bestowing machines with thought and balance the various risks carefully. With the ability for independent thought may also come the capacity for judgment. Humans must make an effort to ensure the values of these smart machines are consistent with those of humanity, in order to safeguard the relevance and survival of human knowledge itself for the future.

 

 

  • The wonderful and terrifying implications of computers that can learn (Jeremy Howard) – The concept of deep learning enables humans to teach computers how to learn. Through this technique, computers can transform into vast stores of self-generating knowledge. Many people will likely be very surprised to learn how far along this technology is, empowering machines with abilities and knowledge that some might think is still within the realm of fantasy. Productivity gains in application of machine learning have the potential to be enormous as computers can be trained to invent, identify, and diagnose. Computers can learn through algorithms and their own compounding teaching to do so many tasks that will free humans to test the limits of current inventions and to extend human problem-solving far beyond where it already reaches. This is certain to change the face of human employment – already bots and androids are being used for assisting tasks in diverse fields from human resources recruiting to nursing patient care.   Again, the extension of these technologies must be carefully cultivated in order to neutralize the existential threats to human society and life that may be posed by unchecked autonomy of machines and artificial learning. The time to do this is now, as soon as possible – not once the machines already have these advanced capabilities with all the attendant risks.

 

 

  • What will future jobs look like? (Andrew McAfee) – Picking up on the theme of the changing nature of human employment as machines get smarter, Andrew McAfee draws on his academic and intellectual background as an economist to unpack what the impact on the labor market might be. The fear, of course, is that extremely human-like androids will take over the human workforce with their advanced machine intelligence, making humans mostly irrelevant and out of work. The more interesting discussion, however, is not whether androids will take away work from humans but how they may change the kinds of jobs that humans do. Considering and preparing for this reality, and educating both humans and machines accordingly, is imperative to do now.

 

 

Check back here in the future for continuing commentary on AI and its impact on human life and society, including technology and the ethics of knowledge acquisition, as well as more insights on specific AI innovations such as self-driving cars and machine learning.

Selected TED/TEDx talks on practical ethics

Practical ethics is an important and relatable branch of the philosophical study of ethics. As a discipline, it connects academic theory with real-life practice. Practical ethics is most commonly encountered in typical scenarios which are referred to as ethical dilemmas. Ethical dilemmas, which have been discussed at length here on this blog before, often present seemingly simple facts which in reality involve maddeningly complex and fraught moral and personal considerations. When faced with such dilemmas, individuals need to reconcile ethical principles which may be in opposition, as much as they need to rely on those same principles to inform their internal register of right and wrong.

Moral character – this individual internal register – and moral perception – the individual’s capacity to understand that an ethical issue exists and may need to be addressed or accepted – are both rooted in the ongoing observation of practical ethics. Identifying and resolving conflicts between personal ideas of ethics and integrity, and the situations and roles that person may find in a working situation, is a crucial application of practical ethics and a fluency which is necessary for corporate cultures to establish a successful compliance program.

Practical ethics goes to the root of so many dilemmas which are germane to the working experience. What are the limits of professional responsibility? What are the obligations of and restrictions within authority and control? How do interpersonal or relationship-based ethics play out into institutional structures and corporate policies or organizational decision-making? How do individuals work within institutions that may have implemented moral decisions which differ from the person’s own or present the individual with the need to dissent from policy or practice? To what extent should organizations address the public good and how can they do this if they choose to do so?

These questions can go on and on; practical ethics represents the attempt to navigate the broad social context of the workplace by reconciling professional rules with moral expectations and norms. This, again, is highly pertinent to a corporate compliance program, which seeks to encourage an business culture that respects legality, approaches business competitively yet thoughtfully, and also sets standards for employee and organizational integrity. It is imperative for compliance professionals to understand practical ethics and use dilemma sessions or open discussions with the businesses they advise in order to encourage a common comfort level with this sort of thinking throughout their organization.

The below TED/TEDx talks offer a survey of how people approach these conflicts between individual and societal morality on one side and professional ethics within organizations on the other side.

  • Legal vs. Ethical Liability: A Crisis of Leadership and Culture (Mel Fugate) – Very frequently, there are stories in the news that outrage and offend people due to perceived moral trespasses. For example, tax avoidance which is positioned as optimization rather than evasion is not against the law; in fact, corporate structures and arrangements that allow companies to take advantage of this are often sanctioned by national governments and facilitated by law firms. However, whenever information detailing these arrangements is made public, people are always stunned to find they are legal and feel let down by the justice system. So too is this true in any situation where individual or organizational accountability is not strictly required by law and therefore is not implicitly considered in decision-making. The distinction between legal liability and ethical liability reaches to the core of the true character ethic and leadership qualities. An organization which considers ethical liability will have a more transparent and sustainable culture, leading to increased transparency and accountability.

 

 

  • The Significance of Ethics and Ethics Education in Daily Life (Michael D. Burroughs) – The concept of individuals as “everyday ethicists” is powerful and useful. People must first take individual responsibility for approaching and addressing ethical issues. Individual ethical awareness is an unavoidable first step on the journey to a culture of compliance within an organization, or for that matter, increased integrity and honesty within society. It is important to consider an ethics education as foundational for both children and adults, and to establish the role of ethics in everyone’s lives and above all else, encourage discussion and information-sharing.

 

 

  • Ethics for People on the Move (Catharyn Baird) – On the subject of translating individual ethics into a group or collective moral code, individual perceptions of morality can have powerful impact on the ethical identity of a community. Both alongside and beyond business ethics, how is an ethical life defined and how does this contribute to the character of the communities in which we all live? Here the interpersonal aspect of ethical relations, including decision-making, has an especially strong influence.   For that to be successful however, individuals still have to form and commit to an ethical life that is each of their own.

 

 

  • Is your work aligned with your values? (Geoff DiMasi) – As discussed above, one of the challenges of practical ethics is to reconcile the individual sense of morality with ethical decisions implicit in corporate policies and required due to organizational processes. It can be powerful for individuals to consider their purpose, both in life and professionally, and then to question whether the work they do allows them to contribute to this, or asks them to labor in opposition to it. As many organizations turn to social impact and political engagement to establish their corporate identities in a crowded marketplace, individuals would do well to compare their ethical leanings with their professions and the companies with which they are associated.

 

 

  • Why “scout mindset” is crucial to good judgement (Julia Galef) – Scout mindset is an interesting proposition, valuing curiosity, openness, and practicality over defensiveness, heuristics, and routines. Approaching decision-making with this disposition can help to overcome narrow frameworks, habits, and other strong organizational contexts. This can also help people to determine individual integrity and morality, which can contribute to and position them within broader and sometimes challenging societal and corporate structures for ethics and compliance.

 

 

Check back in the coming weeks for further posts on the theory of practical ethics and its application in the corporate context, including discussion on the distinction between ethics and business ethics, as well as that between compliance and corporate compliance.

Selected TED/TEDx talks on bioethics

The study of bioethics is rich and varied, always growing in diversity as emerging technologies advance. Bioethical issues have their root in decision-making about research methodology, where academics struggled to define propriety in humans’ exploitation of the natural world – plants and animals – to further science for their own benefits. Bioethics maintains this same ethos today, centered on the link between human interests in and relationship to the sciences, notably including biology and medicine. The inquiries of bioethics extend to a huge swath of topics in within health and human sciences, reflecting the deep reach technological innovations have into everyone’s lives.

First, a word on the relationship between science and morality. In Science can answer moral questions, Sam Harris suggests that the values humans rely upon to define their ethical obligations and moral choices can be seen as facts, which are the foundation of science:

 

 

Harris is a neuroscientist and philosopher who seeks to define the way that ideas about human life are shaped by the physical world in which people live.   People often presume that science cannot answer the existential questions humans consider most compelling, like – what is the meaning or purpose of life? This modern world is continually impacted by technological change, but does science just provoke moral issues, or can it indeed be a force for addressing or solving them? Science is fact-driven and so too can be people’s practical assessments about right and wrong in real life. Therefore science can and should be an authority in the domain of objective fact rather, than only basing these considerations solely on non-concrete intuitions or opinions.

Building upon this presumption that science and ethics do indeed have a powerful mutual dependency, bioethics asks many moral and existential questions germane to this relationship. Animal rights, gene therapy, patient care, bio-engineering, and research methodology are just a few examples of areas where bioethical issues and debates commonly arise. The below TED/TEDx talks are a sampling of how scientists, technologists, and academics confront these challenges in their work and expect that the relationship that science and technology have with law and philosophy will continue to impact human life and society.

  • It’s time to re-evaluate our relationship with animals (Lesli Bisgould) – Human relationships with animals are more morally and legally complicated than many people might realize. Living with companion animals is very common and most people would say that they have compassion for animals and feel they should be treated with respect and dignity. However, humans draw unconscious lines between animals they feel are household pets, such as cats or dogs; captive animals they may think exist for educational or entertainment purposes, like whales and dolphins; livestock animals that are part of the industrial food manufacturing supply chain, like cows and chickens; and wild animals that are hunted or poached, like elephants and lions. Why do we make these distinctions and do they have some objective basis in a moral universe? What is the responsibility and response of the law?

 

 

  • Gene Therapy – The time is now (Nick Leschly) – Gene therapy could enable the repair of diseased or damaged cells. With applications from this technology, doctors could cure illnesses and fix injuries for good instead of requiring a lifetime of preventive and prescriptive treatment. This is an advancement that could change medicine forever. However, major funding has historically been hard to attract for research and development in gene therapy because of ethical and religious uncertainties, not to mention the resistance of some individuals and institutions within the traditional medicine establishment. Moral fear, some concrete and others more esoteric, about the dark side of where this technology could take society, even if scientists enter with the best intentions to control against that, have been a financial and ideological barrier to progress.

 

 

  • Transparency, Compassion, and Truth in Medical Errors (Leilani Schweitzer) – The Alexander Pope proverb goes “To err is human, to forgive, divine” – but what about when the human error results in the death of a loved one? How does one forgive when the mistake is that of a professional – such as a doctor? The legal tort system and medical malpractice insurance certainly do not inspire a reaction of kindness from the survivors. However, perhaps truth is the essential element in handling a tragic event such as a medical mistake that leads to catastrophic injury or death. Truth in medicine is important when the mistake occurs, in the form of transparency, accountability, and honest communication. Truth is also important in recovery by the survivors after the mistakes – remedial care, openness, and radical candor that can lead to emotional healing and inspire advocacy. Admitting and facing mistakes is a powerful act of integrity that can never be supplanted by the legal and administrative system in defining patient care responsibilities.

 

 

  • It’s time to question bio-engineering (Paul Root Wolpe) – As this blog often espouses, the best time to address moral or integrity questions and consider implementing a code of ethics that will be sustainable for the future, is universal: as soon as possible. There’s no time too soon to think about the foundations of integrity in any area of society, especially when it comes to science and developing technology. In the field of bio-engineering, technology has already advanced quite far to do things like selective or hybrid breeding of animals, modification of food products, and the creation and manipulation of artificial cells. Regulation has become controversial as an obstacle to advancement. The presumption goes that making rules or laws that cover the scope of people’s work in a scientific area will stifle their innovation. This does not have to be true if a moral code is built into the knowledge acquisition process from the beginning. Progress and ethics are not naturally at odds and do not have to be positioned as antagonistic to each other in pursuit of scientific discovery, but to let either take dominance over the other is short-sighted and dangerous.

 

 

  • Trust in research – the ethics of knowledge production (Garry Gray) – The work of research scientists weighs heavily on consumer and public safety. Most of the goods people use on an everyday basis have been the product of a prolonged research and development process, which laypeople assume has been conducted with accuracy as the principle interest and free of biases. However, this is far from true in practice. Corporate funding and institutional agendas all have great influence on scientific research. People are well aware of the possible danger of these influences, which are nevertheless necessary for work to be done, but the deeper problem is that the researchers themselves may believe they are able to naturally maintain independence as a function of their expertise. In reality, no conflict of interest risk management mechanism can be effective if it only exists within a person’s head. Sensitively and sensibly managing these conflicts and the biases they create is very important work that must be responsively and proactively done to support research scientists in their endeavors.

 

 

Check back in the coming weeks for further posts on bioethics, including a look at current trends in corporate compliance issues arising from bioethical debates in the scientific research and medical fields, further discussion of bioethics as it relates to artificial intelligence, and insights on the larger interrelationship between technology and ethics of knowledge acquisition, engineering, and design.

Selected TED & TEDx talks on ethical dilemmas

An ethical dilemma is a problem in decision-making between two or more possible choices which involve conflicting interests and challenging possible consequences. Often this can be understood as a scenario in which making one decision has an impact on the interests involved in the other decision(s) not made. Choosing to not make a decision is also, in its own right, a choice which implies these consequential dynamics. The below TED/TEDx talks are a sampling of some different dilemmas encountered and the ways that the speakers have thought about and attempted to resolve them.

  • The ethical dilemma of designer babies (Paul Knoepfler) – Biotechnology which was once the stuff of science fiction is now becoming an everyday reality, or at least a possibility that is easy to imagine for the not-so-distant future. For many years now there have been ethical questions about the use of gene editing technology in human embryos. This could allow scientists to mitigate the risk of certain auto-immune or congenital diseases, which would be a marvel of modern medicine. However, it could also make the way for individuals to use the technology to also alter physical appearance and pre-determine many of a person’s traits, perhaps also eventually personality characteristics. What answers does bioethics have for this dilemma? Is it worth the risks, too dangerous to justify the benefits, or somewhere in between – a technology that should be progressively and thoughtfully developed with both those risks and those benefits in careful balance?

 

  • Can we engineer the end of ageing? (Daisy Robinton) – While the prior talk considers the beginning of life, there are also bioethical considerations to scientific advancements made concerning the end of life also. Just as there can be cellular interventions on the biological makeup of embryos, therapeutic mechanisms of stem cell identity may already be useful in increasing longevity and health, such as by reversing the growth of cancerous cells or addressing other developmental diseases. However, what about the possibly to “edit” one’s DNA not for survival or to cure a sickness, but to improve capabilities or change aesthetic qualities? If some physiological differences are editable at the cellular then is it ethical to do so?

 

  • The Social Dilemma of Driverless Cars (Iyad Rahwan) – Self-driving cars have been in the news a lot recently as leading organizations such as Ford, General Motors, Tesla, and even Samsung are making major investments in developing field. In the US, the federal government has indicated that it prefers to let technological innovation take precedence over anticipatory regulation, perhaps taking lessons learned from the initial failure of the electric car industry in the 1990s and early 2000s. The artificial intelligence of self-driving cars is ethically challenging, in consideration that these driverless vehicles will share the road with pedestrians and conventional vehicles. Will they be safer than cars with human drivers, or do they bring up all kinds of new safety and privacy concerns?

 

  • Machiavelli’s Dilemma (Matt Kohut) – More to the point of typical everyday interactions than the abstractions of the limits of medicine and technology, what about character judgments? The classic question remains – do we want to be loved or feared? Liked or respected? Most people of course would say some combination of both, but in first impressions or in difficult leadership situations, sometimes the choice to be one at the expense of the other is unavoidable.

 

  • The paradox of choice (Barry Schwartz) – The thing of all these different dilemmas have in common is, of course, choices that individuals, organizations, and sometimes society as a whole must make. Facing the responsibility of making a choice indicates that there is freedom of choice in the first place. The privilege of decision-making can also be a burden. One must be able to decide in the beginning in order to feel some sense of personal dissatisfaction or insufficiency provoked by the idea that other choices, and other outcomes could have been possible.

 

As the above demonstrates, there are many diverse examples of ethical dilemmas which come from all areas of business and life. This effectively points out how ubiquitous these challenging situations are. From simple, everyday interactions to matters of life and death, ethical dilemmas present challenging, compelling moral questions.

Selected TED/TEDx talks for compliance and ethics insights

TED and TEDx conferences and events have become important and popular venues for speakers from all walks of life.  This includes academics and business leaders but also ordinary people who have had inspiring or extraordinary experiences, to share their insights and stories. Given how ever-present ethics and morality are in business and life, many talks touch on useful compliance topics.

  • Creating Ethical Cultures in Business (Brooke Deterline) – We must question why we don’t speak up on behalf of other people or ideals, and how it makes us feel after we encounter a situation where we want to say something but don’t. Challenging discomfort and fear can help us advocate for each other and our principles and create corporate cultures where standing up courageously and speaking our values is seen as safe and helpful. Courage is an inspiring and powerful antidote to corruption and unethical behavior.

  • Building Business on Character Ethic (Kevin Byrne) – Commercial profitability and competitive advantage dominate most metrics of business success, but how can these be achieved and sustained without integrity? Taking care to do the right thing in all areas of business – from dealing with customers to retaining employees and everywhere in between – and avoid reputational risk are powerful drivers in building a business designed to last.

  • Why Credibility is the Foundation of Leadership (Barry Posner) – Speaking to the perennial compliance topic of tone at the top, leaders must be people worth believing and following. We evaluate whether those in senior management or supervisory positions are competent and credible. Expertise, intelligence, passion, and innovative thinking – all of these things are also necessary for leadership to succeed, but in order for anyone to believe in them, integrity must come first.

  • We Need a “Moral Operating System” (Damon Horowitz)  A strong, developed moral framework is necessary for knowing what to do with all the information and power we possess and must make decisions about how to use on a regular basis in both business and life in general. Ethical decision-making is challenging and nuanced and can even be awkward. Thinking, discussing, debating, and defining beliefs are all integral to understand our human ability to distinguish right from wrong and make a principled choice on how to act.

  • Our Buggy Moral Code (Dan Ariely) – Confronting the theory that purely bad people are to blame for the majority of bad things that happen in society, the work of behavioral economists such as Dan Ariely suggests that human behavior is far more complex than static good or bad values. Rather, wrongdoing in decision-making is influenced greatly by intuition and context. Situational awareness and a strong affinity for personal morality are therefore important mitigating factors to unethical behavior.

This is merely a brief selection of TED/TEDx talks touching upon personal empowerment, entrepreneurship, leadership, decision-making, and behavioral economics – all topics which are linked powerfully to compliance and organizational ethics.