Change of heart: how algorithms could revolutionise organ donations

Artificial intelligence (AI) and biotechnology are both on an exponential growth trajectory, with the potential to improve how we experience our lives and even to extend life itself. But few have considered how these two frontier technologies could be brought together symbiotically to tackle global health and environmental challenges.

Consider the pace of recent developments in both fields: biotechnology, in cost-benefit terms, has been improving by a factor of 10 every year. The cost of deciphering the human genome has dropped from $3bn in 2001 to about $1,000 today; a process that took months 10 years ago can now be completed in less than an hour. Likewise, based on current developments, PricewaterhouseCoopers estimates that AI’s contribution to global output will reach $15.7trn by 2030 – more than the current combined output of China and India.

Yet, if anything, these predictions underestimate the economic impact. AI applications will eventually be so broad and so embedded in every aspect of our daily lives that they will likely contribute three to four times more to global output than the internet, which today accounts for around $50trn of the global economy. Moreover, the siloed nature of current analyses means that potential AI/biotech combination technologies have not been fully considered or priced in.

The matching power of AI means eight lives could be saved by just one deceased organ donor; innovations in biotechnology could ensure that organs are never wasted

Increased reach
For example, combination technologies could tackle a global health issue such as organ donation. According to the World Health Organisation, an average of around 100,800 solid organ transplants were performed each year as of 2008. Yet, in the US, there are nearly 113,000 people waiting for a life-saving organ transplant, while thousands of good organs are discarded each year. For years, those in need of a kidney transplant had limited options: they either had to find a willing and biologically viable living donor, or wait for a viable deceased donor to show up in their local hospital.

But with enough patients and willing donors, big data and AI make it possible to facilitate far more matches than this one-to-one system allows, through a system of paired kidney donation. Patients can now procure a donor who is not a biological fit and still receive a kidney, because AI can match donors to recipients across a massive array of patient-donor relationships. In fact, a single person who steps forward to donate a kidney – to a loved one or even to a stranger – can set off a domino effect that saves dozens of lives by resolving the missing link in a long chain of pairings.

System upgrades
Since the first paired kidney exchanges took place in 2000, nearly 6,000 people have received kidney transplants from donors identified by algorithms. But this could be just the start of AI-facilitated organ transplantation. AI can already identify potential donors and recipients; in the future, it will be able to account for even richer patient data, perhaps including moral and religious factors, to help with sequencing and triage decisions (that is, determining whether someone should get a transplant before someone else).

With enough patients and willing donors, big data and AI make it possible to facilitate far more matches than this one-to-one system allows, through a system of paired kidney donation

The biggest hurdle preventing these AI models from reaching their full potential is biological. In theory, AI applications could draw on data sets encompassing all living and deceased organ donors and all patients worldwide. But, in practice, there is a time limitation on most organ pairings, because organs from deceased donors are viable for transplantation for only a short period. To be paired, recipients must be located within a geographic radius that can be reached in time.

Fortunately, synthetic biotechnology could vastly expand the scope of feasible pairings. Globally, the synthetic biology market is growing fast, and is expected to exceed $12.5bn by 2024, reflecting a compound annual growth rate of 20 percent. Within this emerging industry, there are companies (including one in which I am an investor) exploring methods of preserving and even regenerating organs outside of the body, potentially for multiple days at an ambient temperature. This could extend the distances that organs can be transported, thus enabling a network effect by increasing the size of viable data pools from which AI models can draw to produce more efficient chains of pairings.

More to consider
Perfecting new biotechnologies usually takes years. But, if successful, these innovations could revolutionise large areas of public health, with the global organ-donation regime being just the start.

The moral and ethical implications of today’s frontier technologies are far-reaching. Fundamental questions have not been adequately addressed. How will algorithms weigh the needs of poor and wealthy patients? Should a donor organ be sent to a distant patient – potentially one in a different country – with a low rejection risk or to a nearby patient whose rejection risk is only slightly higher?

These are important questions, but I believe we should get combination technologies up and working, and then decide on the appropriate controls. The matching power of AI means that eight lives could be saved by just one deceased organ donor; innovations in biotechnology could ensure that organs are never wasted. The faster these technologies advance, the more lives we can save.

AI and biotech are undergoing rapid development precisely because they have such far-reaching potential. As they move forward, we must keep looking for new combinations to unlock. I suspect that we will find we have underestimated their potential by considering them in isolation.

Sharing private data for the public good

After Hurricane Katrina struck New Orleans in 2005, the direct-mail marketing company Valassis shared its database with emergency agencies and volunteers to help improve aid delivery. In Santiago, Chile, analysts from Universidad del Desarrollo, ISI Foundation, UNICEF and the GovLab collaborated with Telefónica, the city’s largest mobile operator, to study gender-based mobility patterns in order to design a more equitable transportation policy. And, as part of the Yale University Open Data Access project, healthcare companies Johnson & Johnson, Medtronic and SI-BONE give researchers access to previously walled-off data from 333 clinical trials, opening the door to possible new innovations in medicine.

These are just three examples of ‘data collaboratives’, an emerging form of partnership in which participants exchange data for the public good. Such tie-ups typically involve public bodies using data from corporations and other private sector entities to benefit society, but data collaboratives can help companies too – pharmaceutical firms share data on biomarkers to accelerate their own drug research efforts, for example. Data-sharing initiatives also have huge potential to improve artificial intelligence (AI), but they must be designed responsibly and take data privacy concerns into account.

Data collaboratives typically involve public bodies using data from corporations and other private sector entities to benefit society, but they can help companies too

Creating value
Understanding the societal and business case for data collaboratives, as well as the forms they can take, is critical to gaining a deeper appreciation of the potential and limitations of such ventures. The GovLab has identified more than 150 data collaboratives spanning continents and sectors; they include companies such as Air France, Zillow and Facebook. Our research suggests that such partnerships can create value in three main ways.

For starters, data collaboratives can improve situational and causal analysis. Their unique collections of data help government officials better understand issues such as traffic problems or financial inequality, and design more agile and focused evidence-based policies to address them. Moreover, such data exchanges enhance decision-makers’ predictive capacity. Today’s vast stores of public and private data can yield powerful insights into future developments and thus help policymakers plan and implement more effective measures.

Finally, and most important, data collaboratives can make AI more robust, accurate and responsive. Although analysts suggest AI will be at the centre of 21st-century governance, its output is only as good as the underlying models, and the sophistication and accuracy of the models generally depend on the quality, depth, complexity and diversity of data underpinning them. Data collaboratives can thus play a vital role in building better AI models by breaking down silos and aggregating data from new and alternative sources.

A better understanding
Public-private data collaborations have great potential to benefit society. Policymakers analysing traffic patterns or economic development in cities could make their models more accurate by using call-detail records generated by telecoms providers, for example, and researchers could enhance their climate prediction models by adding data from commercial satellite operators. Data exchanges could be equally useful for the private sector, helping companies to boost their brand reputation, channel their research and development spending more effectively, increase profits, and identify new risks and opportunities.

Yet for all the progress and promise, data collaboration is still a nascent field, and we are only starting to understand its benefits and potential drawbacks. Our approach at the GovLab emphasises the mutual benefit of collaboration and aims to build trust between data suppliers and users.
As part of this process, we have begun designing an institutional framework that places responsible data collaboration at the heart of public and private sector entities’ operations. This includes identifying chief data stewards in these organisations to lead the design and implementation of systematic, sustainable and ethical collaborative efforts. The aim is to build a network of individuals from the private and public sectors promoting data stewardship.

Weighing up worries
Given heightened concerns over data privacy and misuse – the so-called ‘techlash’ – some will understandably be wary of data-sharing initiatives. We are mindful of these legitimate worries, and of the reasons for the more general erosion of public trust. But we also believe that building rigorous frameworks and more systemic approaches to data collaboration are the best ways to address such concerns.

Data collaboratives bring together otherwise siloed data and dispersed expertise, helping to match supply and demand for such information. Well-designed initiatives ensure the appropriate institutions and individuals use data responsibly to maximise the potential of innovative social policies. And accelerating the growth of data collaboratives is crucial to the further development of AI.

Sharing data involves risks, but it also has the potential to transform the way we are governed. By harnessing the power of data collaboratives, governments can develop smarter policies that improve people’s lives.

New tech could halt the decline of rural communities

In the not-too-distant future, individuals might hop into their autonomous car, drive to the grocery shop, pick up some goods and leave without handing over any cash, or even meeting another person. Bins could automatically send a message to waste management teams alerting them that they need to be emptied. Utilities will be able to inform the relevant engineering teams when they require maintenance.

These futuristic features would fit right in alongside the gleaming skyscrapers of New York and Shanghai, but that might not be where they are destined to have the greatest impact. The smart city may be one of tech’s most talked-up innovations, but smart countrysides are making their way into reality too.

Increasingly, rural areas are being stripped of the communities and infrastructure that sustain them as more people move to towns and cities, usually in search of better employment prospects. According to the United Nations, 55 percent of the global population already lives in urban areas, with this figure set to reach 68 percent by 2050. This increasing concentration is often discussed in relation to urban infrastructure: how will cities cope with this influx of people? The depopulation of villages and hamlets is an afterthought, if it is thought about at all.

Rural areas are being stripped of the communities and infrastructure that sustain them as more people move to towns and cities

To let rural communities fade away, however, would be a mistake. The clean air, gentle pace of life and proximity to nature are all things to be treasured – it’s why many of those moving to cities do so with a heavy heart. In the years to come, however, technology may mean they don’t have to. Around the world, governments and private enterprises are looking at ways of preventing the countryside from being hollowed out.

Put out to pasture
Walking along the abandoned streets of El Alamín, a deserted village in Spain’s Madrid province, is an eerie experience. Only founded in the 1950s, the municipality’s short-lived existence is a microcosm of the global depopulation of rural areas. In its heyday, when the village’s 40 or so houses were occupied by agricultural workers tending to land owned by the Marquess of Comillas, it operated in much the same way as any other rural community. There was a church, a school, a hairdresser and a post office, and the doctor came once a week from the nearby town of Villa del Prado.

But when the agricultural work started to dwindle, things became more difficult for the inhabitants. One by one, they started to leave, moving to Villa del Prado, Madrid or further afield in search of work. By the 2000s, the village of El Alamín was completely deserted, save for the odd visit by graffiti artists and airsoft players (a military simulation game not dissimilar to paintball).

El Alamín’s story of decline can be found repeated across a number of Spanish provinces, as well as in Germany, the US and France – in fact, in any nation where agriculture no longer makes up as significant a part of the economy as it once did. Elvira Fafian, the founder of Spanish real estate firm Aldeas Abandonadas – which translates to ‘abandoned villages’ – estimates that there are approximately 1,500 abandoned hamlets in Spain alone. The decision to leave these places would not have been easy, but when already-threadbare services begin to disappear entirely, there is often little choice.

“People living in the rural areas of developing countries face a range of challenges that threaten to isolate them from benefits that can be enjoyed by the rest of their populations,” Paul Marshall, founder and COO of global Internet of Things (IoT) company Eseye, told The New Economy. “Two major examples are with regards to accessing essential utilities such as water and power, as well as the challenges associated with accessing financial services and payment credit.”

In some parts of the world, rural areas are struggling to sustain themselves, with many inhabitants retired or less mobile. Families that remain usually find that younger members leave for the city as soon as they get the chance, eager for change and a bigger social group. In Japan, there are currently an estimated 896 towns and villages that will no longer be viable for living in by 2040. With birth rates low, replacing the ageing population in rural areas is not easy. Policies that encourage population redistribution are essential to counteracting urban migratory flows.

Often, rural communities are victims of a positive feedback loop: people leave, which means essential amenities cannot be sustained, which means more people leave. The cycle simply repeats until entire villages are left empty. Arresting this trend is difficult, as a glut of new jobs is unlikely to suddenly appear within the agricultural sector. New ways of attracting people back to the countryside must be explored instead.

Smart thinking
Fortunately, many governments are looking into innovative ways of preventing rural depopulation and attracting newcomers to greener pastures. In China, efforts are underway to construct a number of ‘digital villages’ by 2020, focusing on making sure that 4G internet is available in more than 98 percent of locations. By 2035, the aim is for rural and urban residents to have access to public services of equal standing.

Already, digital solutions are developing at such a pace in China’s rural areas that local economies are thriving. Online retail has allowed people to sell their products and services without having to be located in areas with high customer footfall. According to the country’s Ministry of Commerce, online retail in rural areas rose 39.1 percent year-on-year in 2017, reaching CNY 1.24trn ($173bn). Countrywide, more than 9.8 million online shops were based in villages by the end of 2017. Telemedicine, intelligent security systems and e-government services are also being deployed. The rural-urban living gap is slowly being closed.

Likewise, in Australia, plans are afoot to improve digital inclusion in a country where all settlements outside the major cities are considered rural and remote by the government. The isolation and size of many of the country’s rural communities make delivering essential utilities difficult; as a result, more innovative solutions are being tested. State-owned power company Horizon Power, for example, has installed 13 solar and battery technology units in the remote Esperance region, replacing 54km of outdated grid infrastructure.

“In an urban area, utilities are delivered from a central source. In rural areas, however, it’s not quite as simple,” Marshall said. “To achieve sustainable, long-term solutions, these utilities must be delivered locally. However, the economics of delivering electricity to small villages of only 50 people, for example, make them far more difficult to implement. But, with technological developments in areas such as water purification or solar energy, this can be overcome. Furthermore, people are now not only enjoying a better quality of life, but these communities are able to source these utilities locally, whether it’s per property or per village.”

Poor access to financial services can also act as a factor driving people away from rural areas. In Akodara, a village of just over 1,000 inhabitants situated in India’s Gujarat state, however, this is not a problem. In 2013, the settlement was ‘adopted’ by India’s largest private bank, ICICI Bank, which quickly set about revamping the infrastructure: a Wi-Fi tower was erected to provide high-speed broadband, and a cashless payment ecosystem was installed. Even at the local market, all transactions now take place through mobile apps, debit cards or online bank transfers. Little wonder, then, that Akodara has earned the title of India’s first digital village.

In remote locations across Asia, Africa and other markets, digital solutions are allowing individuals living outside of major conurbations to gain access to essential services, from banking to medicine. These are just a handful of the communities acting as test cases, trialling whether technology can attract people to a life in closer proximity to the natural world.

Seeking out services
One of the technologies being touted as having huge potential to revamp rural areas is the IoT. IoT devices can drastically improve the quality of life for people living in rural areas, whether they are based in developed or developing countries. Most notably, they can empower local entrepreneurs by providing the services they need to sustain their businesses. This could take the form of financing, communications or logistics.

Marshall explained: “Eseye has seen some great examples of how [the] IoT has transformed the capabilities of rural areas, with locally generated electricity, for example, paving the way for the emergence of phone-charging shops and even stories of people charging entry to their homes in order to allow visitors to watch major sporting events. The supplier of the equipment is allowed to manage and maintain their assets because of the integration of IoT technology, which provides them with constant performance updates.”

Governments around the world are looking into innovative ways of preventing rural depopulation and attracting newcomers to greener pastures

Other IoT applications are delivering critical resources sustainably. SolarNow, a Uganda-based business that aims to transform lives by providing high-quality solar energy solutions through IoT integration, is targeting households, small businesses, farmers and corporate customers. As well as bringing power to remote places, SolarNow has also delivered environmental benefits: since it was founded in 2011, the company’s technology has prevented the release of 210,000 tons of greenhouse gas emissions.

Additional essential utilities are also being supplied. According to the World Health Organisation, a staggering 785 million people globally still do not have access to clean, safe water. Although water systems are continually installed in developing countries, 65 percent break within the first two years as there is no sustainable method of maintaining them.

Germany

In Germany, the Digitale Dörfer scheme began in July 2015 with the aim of establishing a digital ecosystem in three municipalities in the state of Rhineland-Palatinate. The programme, which was developed with help from the Fraunhofer Institute for Experimental Software Engineering, has used online services to provide additional support to the local community. A digital marketplace called BestellBar has been launched to support regional retailers, while DorfNews, an online portal, has been set up to ensure citizens have easy access to news, events and community developments. The project is due to close at the end of the year, at which point its effectiveness will be evaluated.

Kenya

In 2007, Kenya began preparing its Digital Villages initiative, working alongside Silicon Valley tech conglomerate Cisco to bring better connectivity to remote areas. To test the concept, the Kenya ICT Board and Cisco launched five Pilot Pasha Centres – pasha meaning ‘to inform’ in Swahili – each equipped with online access, conferencing tools, printers and training services. The ambition was for each centre to act as a kind of entrepreneurial cyber cafe. The pilot programme has now been closed, but plenty of valuable information was gathered. Subsequently, South Korean firm Samsung launched its own IT initiative in rural communities across Kenya, Ethiopia and Tanzania.

Australia

Many of the digital technologies being used to revitalise remote locations focus on diversifying the local economy away from a reliance on agriculture. However, the industry is not going to go away completely – people will always need to eat – so some companies are looking at ways in which tech can help farmers enjoy a better quality of life. Australian tech company Digital Agriculture Services is one such organisation, using machine learning and data analytics to predict and manage agricultural investment and commerce. By using the DAS Rural Intelligence Platform, individual farms can be assessed for yield, profitability can be enhanced, and new opportunities can be discovered.

To overcome this problem, Eseye, Amazon Web Services and London-based start-up eWater have created a system that uses pre-payment technology to ensure the maintenance of water systems. A major element of the solution is machine-to-machine technology that provides eWater with up-to-date information on the state of the taps, driving pre-emptive maintenance and helping to solve the widespread problem of broken water systems.
“From our AnyNet Secure SIM to our multi-network SIM card, Eseye’s IoT technology allows… devices to connect via cellular networks throughout the world,” Marshall added. “Central to the success of any IoT project in a developing country is its ability to be globally connected and highly available. Furthermore, it must be straightforward for non-IoT experts to construct on a ground level. At the point of deployment, Eseye can securely and quickly enter a device into the cloud. This helps locals who are setting up the IoT equipment to easily achieve quick configuration.”

In most major cities around the world, essential utilities are taken for granted. When they break, it is simply expected that someone will fix them as a matter of urgency. In rural areas – even those located in some of the richest economies in the world – things are very different. IoT devices, whether developed by cutting-edge start-ups or national governments, can help ensure that even individuals living in sparsely populated areas are never truly cut off.

Don’t count your chickens
Despite recent progress, challenges around getting much-needed technology to rural areas persist. Connectivity is still an issue in many places, which means other potential innovations, including telemedicine and e-banking, can’t be deployed. Maintenance of new solutions is also difficult, particularly when access to rural communities is difficult or inconsistent. Another issue concerns interoperability – making sure the various types of software and hardware all work together.

“Collaboration between local suppliers is the key to long-term success for global IoT providers,” Marshall noted. “By speaking with these suppliers to create a tailored, cost-effective IoT solution, it helps to deliver the most appropriate service possible. After all, by understanding the end consumers in these rural areas and how they will benefit from IoT technology, vendors can create solutions that work out of the box.”

As Marshall touched upon, the success of any technological deployment depends on its users. Dialogue with the people who currently live in the countryside will help ensure that any new deployments are fit for purpose and, more importantly, wanted. Better internet connectivity may be a relatively unobtrusive addition to rural life, but that might not be the case for every technological deployment. In France, supermarket chain Casino recently began leaving stores open on Sundays without any members of staff present. The move’s reception wasn’t wholly positive, with locals and unions arguing that it would put pressure on employees to work longer shifts in preparation for the unmanned hours.

In Akodara, individuals involved with the recent digitalisation efforts have been keen to talk of ‘rurban’ life, which combines modernity with rural living. Perhaps that is achievable to an extent, but it will require a delicate balancing act. People move to the countryside to disconnect, not to remain pestered by the 21st century’s digital hum.

It’s also important to remember that newfangled gadgets alone might not be enough to attract people back to the countryside. Moving somewhere remote is daunting and a lack of information is often the first cause of reticence. In Spain, for example, Pueblos Vivos, or the Living Villages project, offers advice and guidance to anyone looking to move to rural parts of the country’s Aragon region. Services like these could prove just as useful as any app or sensor in convincing people to give up the convenience of city life.

Living in the countryside is not for everyone, but governments should do more to ensure that individuals do not have to move to the city out of necessity. It is true that digital technologies are once again making isolated locations viable places to call home by providing remote working opportunities, better connectivity and more sustainable energy options, but a shift in mindset regarding how rural areas are viewed still needs to occur.

Rural spaces have traditionally been seen as outmoded relics of a simpler time. If more of them are to survive and flourish, this needs to change. Last year, executives from Microsoft, LinkedIn and Ripple signed up to an initiative that aims to bring high-paying technology jobs to rural Iowa, US. More proposals like this are needed to convince current and prospective residents that provincial locations represent more than just a sepia-tinged ideal of how life used to be – they can be forward-looking too.

A sorry site: 8chan gets the axe, raising questions about internet censorship

On August 5, Matthew Prince made one of the most significant regulatory decisions in the history of the internet: he removed the controversial imageboard 8chan, affecting more than one million daily users.

Prince is not a politician. He is not a regulator. Rather, he is the CEO of Cloudflare, a web infrastructure company that provides security services. Following a spate of violent and deadly incidents associated with 8chan, Prince chose to revoke Cloudflare’s service provision to the platform. This left the site vulnerable to cyberattacks, causing it to go down within a matter of hours.

Prince’s decision was not backed by any legal ruling; as an individual, he has no regulatory authority. By dint of his job title alone, he had the ability to close the site down – a power he exercised in the belief it would prevent mass violence. While some lauded the moralistic valour of his decision, others claimed he had overstepped the mark, employing a level of control typically reserved for governments. Regardless, Prince’s actions ignited a spirited debate over the nature of ownership and censorship in the age of the internet.

Within months of 8chan’s foundation, the site had become a cesspit of racism, sexism, harassment and other forms of criminality

A violent history
Pronounced ‘infinitychan’ by its users, 8chan has been linked to numerous acts of cyber violence in its six-year history. Established in 2013 by US software developer Fredrick Brennan, the site was envisaged as a successor to popular imageboard 4chan, which Brennan believed had lost sight of its founding mission of facilitating uninhibited discourse. “[On 8chan], anyone can say what they want and mean,” Brennan told the Daily Dot in 2014, adding that he viewed his site as “a free-speech-friendly 4chan alternative”.

8chan’s users certainly took advantage of their new-found freedom. Within months of its foundation, the site had become a cesspit of racism, sexism, harassment and other forms of criminality, in spite of its single global rule: “Do not post, request or link to any content that is illegal in the United States of America and do not create boards with the sole purpose of posting or spreading such content.”

In 2014, the site played host to Gamergate, an online harassment campaign aimed at developer Zoë Quinn, following the movement’s expulsion from rival 4chan. The attack was initiated following the release of the game Depression Quest, which drew on Quinn’s experiences of depression. Having received positive reviews from critics, Quinn was soon made the target of rape and death threats from 8chan users who were dissatisfied with what they considered to be a “political” intrusion into gamer culture. Said users later extended the harassment campaign to other female developers whose sociopolitical beliefs they disapproved of.

Zoë Quinn was the target of a harassment campaign on 8chan

Reports are rife, too, of sexualised images of children and links to hardcore child pornography being posted to the site. These include photographs of toddlers and young children dressed in swimwear or revealing underwear, posing provocatively for the camera. More disturbing are the adult hands, reportedly visible in some images, guiding their subjects into position. Brennan has stated previously in interviews that he is aware of the presence of paedophilic content on 8chan but views it as a necessary side effect of upholding free speech.

Prior to this year, violence incited on 8chan tended to stay within the realms of cyberspace. That changed in March, however, when Brenton Harrison Tarrant allegedly used the platform to share an anti-immigrant manifesto and link to a Facebook Live stream. The latter allowed users to watch as mass shootings unfolded at two mosques in Christchurch, New Zealand, killing 51 people and injuring 50 others. The manifesto, which was widely shared online and quoted in the international press, detailed a hate-fuelled, alt-right ideology based on ethnic homogeneity. Tarrant has pleaded not guilty to all charges and a trial is scheduled for May 2020.

Repeat offender
In the aftermath of the Christchurch attacks, as social media platforms such as YouTube and Twitter struggled to prevent the horrifying video footage from circulating, a barrage of voices called for 8chan to be shut down. But action was not forthcoming, not least due to the difficulty of identifying who was responsible for – or capable of – shuttering the site. Brennan had ceded control of 8chan to an internet entrepreneur named Jim Watkins in January 2015, meaning he was no longer in a position to take action, although he did express his profound regrets to The Wall Street Journal
in the aftermath of the attack.

Watkins, a controversial figure who rarely engages with the press, was even more committed to 8chan’s free speech mission than Brennan had been and stated categorically that the site would remain live. This left Cloudflare, the provider and protector of 8chan’s secure network, in a difficult position. The company refused to revoke 8chan’s access to its services, citing a ‘content-neutral’ policy that prevented the nature of information on a given website from dictating whether or not Cloudflare would continue to serve it as a customer.

In the face of this impenetrable wall, the chorus calling for the closure of 8chan died down. But it was reignited in April, when John Earnest reportedly attempted to live-stream himself shooting worshippers at California’s Poway synagogue, and again in August, when Patrick Crusius was detained by authorities following a mass shooting in El Paso, Texas, that killed 22 Walmart shoppers and left 24 injured. Crusius allegedly posted a white nationalist manifesto on 8chan in the lead-up to the shooting, praising the actions of the Christchurch perpetrator. Earnest has since pleaded not guilty to all charges, while Crusius confessed to being the shooter as he surrendered to local authorities, according to the El Paso Police Department.

Following the Walmart shooting in August, it was clear that 8chan could not continue to operate, but there was no consensus on who should be responsible for closing the site down. “America’s ongoing problem with mass violence – and the difficulty we are having as a country in quelling it – is leading many to look to the online forums used by the perpetrators,” a spokesperson for the Electronic Frontier Foundation told The New Economy in a statement. “[But] as we’ve seen time and again, there’s little agreement about where to draw the line, much less who should draw it.”

Less than 24 hours after the El Paso shooting, Cloudflare took that momentous decision into its own hands. Prince published a statement announcing the company had served its notice to 8chan, terminating the imageboard’s network security provision and essentially condemning it to be shut down in a matter of hours. “The rationale is simple: they have proven themselves to be lawless and that lawlessness has caused multiple tragic deaths,” Prince wrote in a blog post. “Even if 8chan may not have violated the letter of the law in refusing to moderate their hate-filled community, they have created an environment that revels in violating its spirit.”

Clouded judgement
Cloudflare’s decision was met with a mixed reaction. Some lauded the firm for what they perceived to be a morally upright choice, one that would contribute to a reduction in mass violence. In their eyes, pulling the plug on 8chan meant depriving an extremist community of the forum via which members were able to share their destructive ideas and radicalise others. “Shut the site down,” Brennan begged in an interview with The New York Times in August. “It’s not doing the world any good.”

In reality, though, the matter is more complex. Cloudflare is a publicly traded company that exercised the kind of power usually reserved for government regulators. In closing the site down, the network provider stimulated a complex discussion about the nature of censorship, responsibility and control in the Wild-West-like corner of the internet in which 8chan dwelled.

The responsibility of deciding what is classed legal or illegal should lie with governments, not businesses

When justifying the decision to terminate its relationship with 8chan, Cloudflare drew on the hazy concept of the rule of law. However, Prince did not clarify exactly what he meant by this term, instead writing: “While [the rule of law] has been articulated as a framework for how governments ensure their legitimacy, we have used it as a touchstone when we think about our own policies.” This lack of clarity led to criticism for two reasons: first, Cloudflare operates internationally and, as such, is not bound by a single constitution or set of laws, but rather the laws of each nation in which it does business. Second, as each nation has its own set of laws to govern what is and isn’t acceptable in online spaces, there is no such thing as a universal rule of law.

What’s more, even if there was, the responsibility of deciding what is classed legal or illegal should lie with governments, not businesses. “There is no global consensus yet created by the international community around key terms such as ‘terrorist content’,” Tech Against Terrorism researchers Jacob Berntsson and Flora Deverell told The New Economy. “This means that rather than democratically accountable governments, who should be the ones who decide what does and does not constitute [online] terrorism, the onus of adjudication is often outsourced to tech companies.”

Prince was evidently well aware that his company would be denounced for overstepping the mark when it closed down 8chan, as he pre-empted this criticism in his statement: “While we’ve been successful as a company, that does not give us the political legitimacy to make determinations on what content is good and bad. Nor should it.” But government action on internet regulation, particularly with regards to the ‘alt-tech’ online space 8chan occupies, has not come to fruition, despite the clear need. In the US, no law exists to sanction hate speech, as it is protected under the First Amendment. Other liberal democracies have limited legislation, but in many places it is rarely invoked due to disagreements over definition or challenges relating to burden of proof in online forums. Prince clearly felt that the criticism he would receive for Cloudflare’s decision was an acceptable trade-off for the harm the site could cause in the absence of government regulation.

User error
Cloudflare’s decision was not only criticised for being problematic from a regulatory perspective: it was also labelled ineffective, something Prince acknowledged in his original statement. “Unfortunately, the action we take today won’t fix hate online,” he wrote. “It will almost certainly not even remove 8chan from the internet.” The network provider was aware there would be other, less scrupulous firms that would be willing to associate themselves with 8chan in exchange for the hefty profit boost such a relationship would no doubt provide.

The mass shootings associated with 8chan are evidence of what can happen when online violence spills over into real life

Even if the platform were unable to find a security partner immediately, 8chan, or some iteration of it, would have likely sprung back up eventually. In the meantime, its users have had no trouble finding new homes online: some have returned to 4chan, while others have migrated to platforms such as Gab, a social media site that is widely described as a haven for white supremacists and the alt-right. Like 8chan, Gab was closed down briefly in October 2018 after Robert Gregory Bowers allegedly posted a message detailing his plans to carry out a mass shooting at the Tree of Life Synagogue in Pittsburgh. The site has since reappeared on the dark web.

“[The resurgence of 8chan and Gab] demonstrates two things,” Berntsson and Deverell said. “First, it calls into question how effective content removal really is; second, it highlights the need to carefully and holistically think through how situations like these should be dealt with in the future.” The sites’ reappearance makes a strong case for government regulation, which, if implemented effectively, would allow all platforms with harmful content to be removed systematically, as opposed to the individualistic method firms such as Cloudflare are currently restricted to.

Fredrick Brennan, founder of 8chan

Any holistic approach must not be limited to regulating the harmful content that appears on sites like 8chan, though, and should instead delve into the reasons why such extremities and violence have become a prominent facet of our society. “While removing 8chan from our network takes heat off of us, it does nothing to address why hateful sites fester online,” Prince wrote. “It does nothing to address why mass shootings occur. It does nothing to address why portions of the population feel so disenchanted they turn to hate.”

On these sites, the users are the ones who create the content, so we need to ask why extremism breeds in these spaces and what has led users to feel so disempowered and desperate within the offline world that they are susceptible to radicalisation. The mass shootings associated with 8chan are evidence of what can happen when online violence spills over into real life; as a society, we need to be taking action far earlier than we currently are to ensure such scarring events do not continue to take place.

Rebooting the system
It is clear that regulation is needed, but progress is slow for two key reasons: first, groups such as the Electronic Frontier Foundation are concerned about the implications for free speech. “The same arguments used to silence hateful speech are often used to silence marginalised speakers with important things to say,” a spokesperson for the non-profit group told The New Economy. Second, the conversation surrounding regulation has become extremely politicised, particularly in the UK, as divisive events such as Brexit have polarised society and hindered the sort of cross-party consensus that is typically required in situations like this.

Owing to both of these factors, many believe an international approach to regulation would prove more fruitful than one defined by disparate government guidelines. Creating a universal rule of law, for example, would make each nation accountable and ensure that subsequent governments could not alter legislation according to their political agendas. It would also prevent regulations from being used as a tool for censorship by repressive actors.

While regulation is unquestionably the first step to preventing continued violence on platforms such as 8chan, for many countries, it remains a distant goal. Any further delays will make acts of violence like those found in El Paso and Christchurch a likely recurrence. It also means the onus for action remains on firms such as Cloudflare – a burden that no organisation should have to bear on its own.

Designing a better future for the planet and our mental health

At WSP, we are a 49,000-strong global team that works with companies to design and advise on built-environment projects. This ranges from skyscrapers to railways, roads and energy-generation systems, both for today and the years to come.

In fact, taking a long-term approach is one of our core strengths. With our Future Ready programme, we aim to bring clarity and vision to some of the most difficult challenges facing the planet – the kinds of issues that cannot be tackled with a quick fix.

We’re looking at ways to ‘design out’ loneliness – to create places that don’t exacerbate mental health disabilities

Pay it forward
There are two factors that make transitioning to a zero-carbon economy more important than ever. First of all, we simply have to reduce the amount of greenhouse gases that are being emitted across the world – otherwise, we end up with a diminished planet struggling with extreme weather, higher sea levels and increased disruption. Second, there is an economic imperative: research shows that although reducing greenhouse gas emissions now is a big expense, it is significantly less burdensome for the global economy to take action today than it is to wait until climate change becomes more severe.

Already, a growing number of countries are legislating to become zero-carbon economies. Sweden has committed to becoming a zero-carbon economy by 2045, while Finland, Norway and Denmark have all made similar pledges. Chile, meanwhile, has committed to being carbon-neutral by 2050. We’ll likely see more economies taking similar steps in response to international commitments they’ve made, such as the Paris Climate Agreement, which was signed four years ago.

A zero-carbon future also represents a fantastic business opportunity to innovate faster than the competition. By creating a zero-carbon economy ahead of other nations, countries are perfectly placed to export their skills, products and knowledge to other economies that are keen to reduce their own carbon emissions. However, governments cannot fund the transition to a zero-carbon economy all by themselves: they need private investment and contributions from civil society if they are to succeed.

Space saver
Aside from environmental issues, another aspect of WSP’s Future Ready initiative involves helping individuals with mental health issues. Research has indicated that, even though digital technologies have made communication easier than ever, many societies are suffering from acute levels of loneliness – particularly in cities. On average, people living in cities know just two or three of their neighbours, and 70 percent of those living in apartment blocks don’t know the names of anybody else living in that building.

In the UK, statistics gathered by the National Health Service show that mental health disabilities have increased by about 80 percent over the past five years. This rise can partly be explained by the improved recording of illnesses, but that is certainly not the only reason. At WSP, as major designers of the built environment, we’re looking at ways to ‘design out’ loneliness – to create places that don’t exacerbate mental health disabilities, and to provide spaces where people can still be a productive part of the economy.

Some of the ways in which urban design can help tackle mental health challenges are relatively simple: open spaces and communal areas in which to socialise can all make a difference. Green space in particular can be a good way of reducing mental health disabilities. For individuals with autism, colour coding can help them find their way around, while spaces can be designed to dampen noise levels.

In the UK, one in 10 people suffer from a mental health disability. It’s important that these individuals are given the support they need in order to remain contributors to the economy. This presents designers with a tremendous opportunity – not only to ensure people remain productive, but also to support their mental health and sense of self worth.

How can companies respond when environmental protection is demanded by consumers?

Producing between six and 20 percent of the Earth’s oxygen, the incredibly biodiverse Amazon rainforest is vital to humanity, as well as to the millions of flora and fauna species that reside there. And yet, despite its importance, not enough is being done to protect it. So far this year, more than 80,000 fires have broken out in the area, most of which were the result of human activity. August was particularly bad – bad enough for the rest of the world to take notice. As the wildfires raged, shockwaves reverberated throughout the world and its media, while social media platforms buzzed with calls to action. The uproar has since faded, but it did prompt some companies to speak out about their role on this planet.

On August 25, 30 multinational firms made a dramatic statement in a full-page advertisement in The New York Times. Among them were several well-known consumer brands such as the Body Shop, Ben & Jerry’s, Danone and Patagonia. “Let’s get to work,” read the title in bold lettering. Addressed specifically to Business Roundtable (BRT) CEOs, it called on them to “make real change happen”.

“We are part of a community of Certified B Corporations who are walking the walk of stakeholder capitalism,” the open letter stated. “We are successful businesses that meet the highest standards of verified positive impact for our workers, customers, suppliers, communities and the environment. We operate with a better model of corporate governance – which gives us, and could give you, a way to combat short-termism and the freedom to make decisions to balance profit and purpose.”

As demonstrated by the recent Amazonian wildfires, the damage that humankind continues to inflict on our one and only planet has reached dire straits, and is quite possibly irreversible

Igniting discussion
The advertisement’s timing was key: the group had capitalised on the recent landmark decision from the BRT to alter its definition of the purpose of a corporation. For decades, the BRT, which is currently composed of 181 of the biggest companies in the US, had defined this purpose as making as much money as possible for shareholders, but on August 19, it redefined a corporation’s purpose as being to promote “an economy that serves all Americans”. That meant shifting from a shareholder-first principle to the notion of creating benefits for a far broader set of stakeholders, including local communities, employees and the environment.

“We were certainly thrilled to see that statement, and it is totally aligned with the stakeholder governance approach,” said Ben Anderson, Executive Director for US and Canada at B Lab, the non-profit behind the B Corporation Certification. “The B Corp world… demonstrates that this can work – that you can run a successful business [based on these principles].”

Speaking about the impact of the advert, Anderson told The New Economy that in addition to the media coverage garnered, it also created the opportunity for B Lab to engage with more BRT members: “In the first week since the ad came out, a number of companies totalling a half billion dollars in revenue called up and said, ‘We want to talk, we want to engage, we want to hear how we can support the movement [and how we can] learn from you.’” He added: “There’s been others around the BRT that we had discussions with before and have been curious – [they are] realising [that] now’s the time… This is what the world is expecting of us.”

Milton’s way
The primacy of shareholder value stems from the work of economist Milton Friedman. In his 1962 book Capitalism and Freedom, he wrote: “There is one and only one social responsibility of business – to use its resources and engage in activities designed to increase its profits so long as it stays within the rules of the game.” Though Friedman went on to explain that companies must abide by general ethical standards, and that shareholder interests do not equate to short-term profitability, that was not how his work was perceived. In fact, it shocked many at the time, as companies were seen as pillars of their communities. In the years since, Friedman’s notion of shareholder primacy – in its simplest form – became the bedrock of business.

Decades later, this foundation has now been shaken, and for good reason. Corporations play a central role in society – how they treat their employees and the communities they’re based in, their effect on the environment and the ethical standards of their supply chains all have a considerable, direct impact on both society and the planet. How they have acted up until now is simply no longer viable.

We are in crisis. As demonstrated by the Amazonian wildfires in August, the damage that humankind continues to inflict on our one and only planet has reached dire straits, and is quite possibly irreversible. Fortunately, however, the public is more aware than ever that change is needed, and it’s needed now.

Given the size of many of the BRT members, particularly those in the tech world (Amazon and Apple naturally spring to mind), their reach is nothing short of extraordinary. Changing policies within these giants could make a mammoth difference to both the environment and to local communities. Luckily, there is a financial incentive to this new approach: obtaining and sustaining trust from consumers has become crucial for their custom and their loyalty. To achieve both feats, companies simply cannot seek profits alone – as a society, we increasingly demand that they care more too.

Change is afoot
It’s taken some time since the global financial crisis – arguably when this movement first began – but it appears that a shift in the business world is finally underway. “You’re seeing it with shareholder activism,” Anderson said. “Many corporations are measuring ESGs [environmental, social and governance criteria], and are now recognising that it’s a material risk to not govern in this way. And so there’s pressures from investors [and] there’s also internal pressures from management to make this shift.” The figures say as much: according to the Global Sustainable Investment Alliance, assets managed under ESG criteria in the US, Europe, Canada, Australia, New Zealand and Japan increased from $22.9trn in 2016 to $30.7trn at the beginning of 2018.
This trend is set to continue as the public becomes more vocal. Anderson referred to the climate change protests that took place in late September, which saw around 7.6 million strikers around the world call out for action. “People are waking up and expecting more from business leaders,” he told The New Economy.

Naturally, changing a decades-old modus operandi is not going to happen overnight. “I think the system is really good at perpetuating the system,” Anderson noted. “And so, it does take bold leadership – it takes a willingness to shift from short-termism to long-termism. And that maybe doesn’t sound bold to you and me, but it is a bold step for companies that have moved beyond the
quarterly earnings report.”

While some argue that the BRT’s statement was merely lip service and the profits-first approach will continue to reign supreme, the optimists among us are inclined to think that it marked a crucial move in the right direction. Given the nature of herd mentality, it could well take some bold business leaders to catalyse a change that eventually reverberates across all industries and markets. Perhaps that time has finally come – and not a moment too soon.

Optimising company strategies to meet challenges of the digital age

The key to strategy optimisation is to work with companies to shape their organisation into a more structured, dynamic and cross-functional form. This means granting greater capacity to professionals for proactively managing the value delivered through the company’s products and services, and then measuring how this value is influencing demand from all segments of the market.

Put simply, it’s about implementing a more automated and scientific approach when handling customers. Being agile, having the right mindset and matching products and services with the right customers are all key factors.

A lot of companies try to sell everything to everyone. As a result, they don’t leverage a proper commercial and pricing strategy. Successful companies, on the other hand, are clear about the value they deliver, the customers they are targeting and how much their customers will pay for a fair deal.

A lot of companies try to sell everything to everyone. As a result, they don’t leverage a proper commercial and pricing strategy

Plotting roadmaps
At Stratence Partners, we engage with the organisations we work with by using a ‘train and coach’ approach. In doing so, we work closely with the different functions involved in the strategy, pricing and commercial departments of the organisation. For every stakeholder on board, we leverage proven methodologies that we have been employing for more than 25 years across some 800 projects. We’ve partnered with companies of all sizes across many industries globally. By using this experience, we help companies identify what they are already doing well and what they need to improve on.

With this in mind, we can help project participants to build a roadmap for both short and long-term success. For the latter, sustainability is crucial. Throughout this entire process, we consider profitability and formulate a list of priorities for each initiative that we plan on deploying. Finally, for every company we work with, we start off with the understanding that if they are selling a product or service, there is always the potential to increase profits, volume or both.

Proven methods
At Stratence Partners, we use the term ‘pricing excellence’. We believe this to be the key element in transforming a strategy into tactics, rules, conditions and prices that align harmoniously. We also believe it is critical to provide market intelligence at precisely the right time to enable our commercial clients to develop better relationships with their customers, thereby boosting both their volume of sales and profits. Essentially, it’s all about commercial effectiveness. Developing market and competitive intelligence and then transforming this into a business strategy going forward is a clear asset for commercial success. It starts by designing and implementing a new structure made up of people, processes, the organisation, governance, systems and data. Then, leveraging this with what the company already possesses, it is combined using advanced capabilities.

The key benefit to implementing these new capabilities is to better support the organisation in defining the best value proposal (which can include the portfolio, volume, conditions and prices) for each individual customer segment. Then, depending on the complexity of the business and what makes sense in each case, we complement these new capabilities with a variety of science and data-driven tools, including analytics, algorithms, rules engines, machine learning and artificial intelligence. We then work closely with the sales people of the organisation, training and coaching them to implement changes in their field. As such, it’s about translating the strategy into the real world.

Another proven method we use is the World Class Excellence Model, which provides a robust benchmark to compare the current capabilities of an organisation with the 40 best practices for strategy optimisation, pricing excellence and commercial effectiveness. We also employ a change management framework to engage with organisations through their various functions and at all levels.

At Stratence Partners, we commit to providing complete satisfaction to all of our customers. This involves sharing all of our insight, knowledge and capabilities. Through this level of dedication, we can ensure a one-to-one return in the short term, meaning the project essentially pays for itself, and a one-to-10 return on the investment in the long term. We typically increase our customers’ profit margins by four percent to 12 percent, making Stratence Partners’ services invaluable to businesses of all sizes.

False climate solutions are benefitting no one

In a recent special report, the Intergovernmental Panel on Climate Change (IPCC) argued that addressing climate change will require fundamental changes to the way we manage forests and farmland. The data is new, but the underlying conclusion isn’t: for over a decade, scientists, environmentalists and civil society organisations have been warning that our prevailing – and deeply unjust – model of production and consumption lies at the root of the climate crisis. Protecting the planet on which our survival depends will require nothing short of a system change.

The world – and the developed countries, in particular – has built an economic system focused on capital accumulation, which privileges corporate profits over the wellbeing of people and the environment, entrenching injustice and rewarding its perpetrators. This process has been unfolding for centuries, but has accelerated in recent decades as a select few have acquired an ever-larger share of total wealth and political influence. Today, just 100 corporations produce 71 percent of greenhouse gas emissions. The wealthiest 10 percent of people are responsible for around 50 percent of greenhouse gas emissions, while the poorest 50 percent produce 10 percent of emissions.

If we keep indulging the fantasy that some ‘silver bullet’ solution will rescue us from the climate crisis, progress will be impossible

Finding new solutions
Unwilling to stand up to those who are destroying our planet, political leaders have latched onto technological solutions, including geoengineering approaches that promise to suck already-emitted carbon out of the atmosphere. Even the IPCC included assumptions about such technologies in many of its modelled pathways for keeping global temperatures from rising more than 1.5 degrees Celsius above pre-industrial levels.

But geoengineering technologies are unproven, unsafe and unrealistic. Consider bioenergy with carbon capture and storage (BECCS), the leading proposed path to net-negative emissions. BECCS entails growing certain crops as biomass, burning the plant material for energy, capturing the CO2 emitted during combustion and storing it underground. That sounds promising until one recognises that growing biomass on the necessary scale would require an estimated three billion hectares – twice the Earth’s currently cultivated land.

Any attempt to implement BECCS would thus be impossible without mass deforestation and soil degradation in the tropical belt of the Southern Hemisphere, where most fast-growing biomass is produced. Land grabs are virtually guaranteed. Moreover, as agricultural land is transformed to produce biomass, food prices could rise, fuelling hunger and malnutrition. Further, the destruction of vital ecosystems would eliminate the livelihoods of local communities and indigenous peoples.

Hyping BECCS and other misleading promises – such as Reducing Emissions from Deforestation and Forest Degradation initiatives and carbon-trading schemes – is expedient for rich countries, corporations and elites, because the technology charade enables them to continue profiting from the climate crisis they have created. But, by distracting from real imperatives, it allows the crisis to deepen and disproportionately affect those who have contributed the least.

The importance of accountability
It is time for those who caused the climate crisis to take responsibility for addressing it. To this end, developed-country governments must take the lead in drastically cutting emissions at source by pursuing a comprehensive transformation of their energy, transport, food and economic systems.

Essential steps include ending investment in fossil fuels, transforming our energy systems towards community and public renewable energy systems, abandoning destructive practices like industrial agriculture and logging, community management of biodiversity and water resources, and reorganising urban life to support sustainability. Neoliberal trade and investment agreements that prioritise the interests of business over environmental sustainability and human rights must be reversed to allow for these solutions.

At the same time, developed-country governments must provide large-scale public financing to support the much-needed transformation in the developing world. To succeed, the transition must be just and ensure the rights of workers, peasants, women, migrants and indigenous peoples. Here, public and community ownership is crucial.

Social movements in the Global South are already providing models of this approach. For example, La Via Campesina – an international movement comprising peasants, smallholder farmers, agricultural workers, rural women, youth, indigenous people and others – has shown how peasant agriculture and agroecology can cool the planet, feed its inhabitants, nurture its soil, support its forests, safeguard seed diversity and protect water basins.

Moreover, community forest management helps to safeguard the forests, protecting the livelihoods of those who depend on them and preserving biodiversity. As it stands, only eight percent of the world’s forests are in the hands of communities. With strong political will and the right policies, we can systemically tackle climate change and related crises, including biodiversity loss, water scarcity, hunger and rising inequality. If, however, we keep indulging the fantasy that some ‘silver bullet’ solution will rescue us, progress will be impossible.

The World Economic Forum faces big challenges at Davos 2020

The World Economic Forum (WEF) Annual Meeting seems to have lost its mojo – particularly in the West, where globalisation is being rejected in favour of a more protectionist outlook. What’s more, most observers of the 2019 meeting found that it fell a little flat. Headline speakers were underwhelming and failed to live up to the box-office acts of previous years, which included the likes of US President Donald Trump and his Chinese counterpart, Xi Jinping. If future editions of the gathering are to prove their worth, they will need to consider the concerns of a world growing more antagonistic to the globetrotting elites who have become synonymous with the event.

Nevertheless, many of the chief talking points from previous years remain unresolved and are likely to dominate the agenda in 2020. Finding the right regulatory balance that can rein in the excesses of Silicon Valley’s tech giants without stifling innovation will undoubtedly be up for discussion once again. Trade tensions, meanwhile, don’t appear to be going anywhere and climate change looks as difficult to solve today as ever.

But the WEF’s yearly showpiece has never claimed to be able to single-handedly solve the major issues facing our planet. Instead, the gathering of business elites, experts and heads of state in Davos, Switzerland, simply aims to better understand and engage with these challenges. Each year, even if the forum only manages to spark one idea that makes the world a better place, surely it must be deemed a success.

In nobody’s best interest
In 2018, when Trump was in attendance at the WEF Annual Meeting, few would have predicted that the trade war wrangles between China and the US would still be plodding along today. Tariffs remain in place on billions of dollars’ worth of goods, forcing businesses in both countries to explore new markets, make cutbacks or simply shut up shop. In fact, the only thing that seems to be traded freely between the two superpowers these days is insults.

The International Monetary Fund’s latest estimates indicate that the US-China trade conflict has wiped as much as $455bn off the global economy – a figure that will surely continue to rise. It has reportedly already cost the technology industry $10bn and could end up setting back the average US household $460 a year, according to an analysis by London-based economists Kirill Borusyak and Xavier Jaravel. In China, meanwhile, the spat has contributed to an economic slowdown that has taken even the most pessimistic analysts by surprise. For the business leaders and government figures assembled at Davos, resolving the US-China dispute will no doubt be a priority.

Fortunately, the WEF has always been unashamedly pro-globalisation. Shortly after the Trump administration extended its tariffs on Chinese goods in 2018, the WEF’s Aditi Verghese and Sean Doherty criticised the decision in an article entitled Trade Wars Won’t Fix Globalisation. Here’s Why. They wrote: “Short-sighted, protectionist measures ignore and erode the opportunities that [global value chains] provide for driving inclusive and sustainable growth and do nothing to optimise outcomes.”

But while some parts of the world wait to see what these two global superpowers will do next, others are keen to get on with things. In Africa, for example, countries are refusing to pull down the shutters and are instead opening themselves up to more international trade. Plans are afoot to launch the African Continental Free Trade Area (AfCFTA), a tariff-free continental market for goods and services that, according to the WEF, would instantly become the world’s largest trade bloc.

The AfCFTA will be implemented gradually, but it already has the support of 54 members of the African Union (AU), with the only exception being Eritrea. It’s hoped that the free trade area will boost intracontinental trade, which remains far below that found in other parts of the world: according to the African Export-Import Bank’s African Trade Report 2018, intracontinental trade in Africa sits at just 15 percent, far below the figures seen in Asia (58 percent) and Europe (67 percent). Preliminary estimates cited in the report suggest the establishment of the AfCFTA could see this figure rise to 52.3 percent by 2022.

“[The AfCFTA] will create jobs and contribute to technology transfer and the development of new skills; it will improve productive capacity and diversification; and it will increase African and foreign investment,” explained UN Deputy Secretary-General Amina Mohammed at the formal launch of the AfCFTA. “Perhaps most important of all, the [AfCFTA] demonstrates the common will of African countries to work together to achieve the vision of the [AU’s] Agenda 2063: the Africa We Want. It is a tool to unleash African innovation, drive growth, transform African  economies and contribute to a prosperous, stable and peaceful African continent, as foreseen in both Agenda 2063 and the 2030 Agenda for Sustainable Development.”

At the WEF on Africa event held in August, there was much discussion as to why Africa is choosing to integrate its economies at a time when other parts of the world are adopting a more isolationist approach. Crucially, the leaders of the AU are already discussing ways to ensure that the continent’s less developed economies – and, indeed, its poorest citizens – are not negatively affected by a more liberal approach to trade. It’s a topic that will undoubtedly be returned to in Davos at the turn of the year.

Worlds apart
Silicon Valley’s technology giants had their toughest year for a long time in 2018: Facebook CEO Mark Zuckerberg faced a grilling from US Congress; Google saw several employee walkouts over the firm’s inadequate response to sexual harassment claims; and Apple had to navigate reports that some of its products were susceptible to Spectre and Meltdown security vulnerabilities. Scrutiny of said tech firms continued into 2019, albeit not to the same degree. In June, Facebook decided that its dominance of the social media space was not enough and began eyeing the financial services market. Its unveiling of a new digital currency called Libra, however, was met with a less-than-enthusiastic response.

Reactions to Libra have ranged from the indifferent to the indignant. Some predict the currency will have little impact when it launches in 2020, with detractors (such as The Week’s Jeff Spross) suggesting that it offers few points of difference from existing mobile payment apps. For others, the currency poses a threat to the monetary sovereignty of nation states. That’s certainly the view of the French Government, which has moved to block the development of Libra in Europe.

Regardless of whether Libra goes on to change the world or not, the conflict between Facebook and France touches upon a broader challenge presented by today’s rapidly advancing digital economy: how to legislate on new developments in a way that protects citizens without stifling innovation. In addition to Silicon Valley’s heavy hitters, a number of entrepreneurs and pioneering start-ups are busy trying to create the next big thing in areas like self-driving vehicles, the Internet of Things and quantum computing. It is becoming increasingly clear that regulators will need to grapple with these developments sooner rather than later.

Deciding just how obtrusive regulations should be is becoming more difficult. Not only is technology advancing rapidly, it is developing all over the world and in different regulatory climates. US institutions may determine that AI needs another decade of research before it can be employed in, say, the medical field, but if China thinks such delays are unnecessary, the US risks falling behind. In today’s winner-takes-all economy, coming second is the same as not being in the race at all.

Already, China’s less stringent regulatory approach is paying off. The country has quickly become a world leader in genome editing, overtaking the likes of Japan and the US, where obtaining government approval for human trials is more difficult. Similarly, China is making impressive strides in terms of AI development. To function effectively, the technology requires reams of data that will allow it to ‘learn’ the correct way of acting, whether that concerns autonomous vehicles, natural language processing or facial recognition. China, which has a very different attitude to online privacy than countries found in the West, has an advantage here, too.

“Organisations should work on a responsible privacy programme,” Paul Breitbarth, Director of EU Operations and Strategy at Nymity, told The New Economy. “That means looking at which requirements for privacy and data protection apply to you, in all the jurisdictions where you operate, and to implement policies and procedures to deal with them.”

In China, however, a responsible privacy programme places national interests above individual ones. According to a national intelligence law introduced in 2017, organisations must support and cooperate with government authorities when they request information that relates to national security issues. Critics believe the wording of the law is vague enough to permit widespread state surveillance. Businesses all over the world may be trying to win the tech race, but they are not all playing by the same rules.

Still, companies headquartered in Europe and the US should be wary of pushing regulators to place technological progress ahead of ethical considerations. Instead, markets need to clearly state that they will not use Chinese technology – regardless of how cheap or effective it is – if it has been developed using morally dubious means. That would send a clear message, while also giving firms a financial incentive to adopt sound principles.

If this approach works, then perhaps the future could see western and Chinese firms collaborating on new technology. This may seem unlikely at present, but this is the sort of long-term ambition that those present at Davos should be striving for – integrating China more closely with the global community.

A hot mess
As is the case every year, those gathered at the WEF Annual Meeting (many of whom arrive by private jet) will be set the unenviable task of trying to win the fight against global warming. While it is easy to sneer at the jet-set elite for not practising what they preach, finger-pointing will achieve little – the time for action is already long overdue.

Throughout 2019, a number of natural disasters provided a reminder of just how urgent the situation has become. In September, Hurricane Dorian became the strongest storm to ever hit the Bahamas, resulting in billions of dollars’ worth of damage and leaving at least 61 dead. While rising global temperatures do not cause storms like Dorian, they can boost their intensity. For the strongest storms, climate scientists have found that the sustained wind speed increases by approximately eight percent for every one degree Celsius of warming. The surface sea temperatures measured in the area where Dorian formed were higher than usual (especially when compared with pre-industrial levels), but such figures – and the disasters they engender – are likely to become the new normal if humans fail to cut their carbon emissions drastically and without delay.

Although the Paris climate accord has been criticised for its ineffectiveness, all hope is not lost. Greta Thunberg, a speaker at last year’s WEF Annual Meeting, continues to galvanise her supporters by preaching the importance of sustainability. It’s a message that national governments have increasingly been espousing themselves. In both the US and Europe, environmental policies are now firmly part of the political conversation: for instance, new European Commission President Ursula von der Leyen has made the European Green Deal a central part of her plans in office, which also include making Europe the world’s first carbon-neutral continent by 2050.

“We must go further, we must strive for more,” von der Leyen said in a speech during her candidacy for the commission presidency. “A two-step approach is needed to reduce CO2 emissions by 2030 by 50 – if not 55 – percent. The EU will lead international negotiations to increase the level of ambition of other major economies by 2021. Because to achieve real impact, we do not only have to be ambitious at home – we have to do that, yes – but the world has to move together.”

On the other side of the Atlantic, figures on the political left, such as US Representative Alexandria Ocasio-Cortez, are pushing their own version of the European Green Deal that would reshape the US economy. The Green New Deal, as it is known, promises to decarbonise the manufacturing and agriculture industries, build a national energy-efficient smart grid and turn green technology into a major US export. These proposals are ambitious, but that’s because they have to be – according to the Carbon Brief website, even if the global temperature is limited to 1.5 degrees Celsius above pre-industrial levels, sea levels will rise some 40cm by 2100, freshwater availability in the Mediterranean will fall by nine percent and the intensity of heavy rainfall will go up by five percent. If temperatures increase to a greater extent, the outcomes are even worse.

Despite the efforts of politicians around the world, the most pessimistic estimates indicate that it will not be possible to reduce the planet’s CO2 emissions quickly enough to avoid catastrophe. Instead, states may need to deploy less conventional solutions to meet their environmental goals. One potential option would be to invest more heavily in carbon capture and storage technology. This can be used to greatly reduce the CO2 emissions produced by the burning of fossil fuels and, when combined with renewable biomass, can even lead to carbon-negative energy. Similarly, several organisations have developed methods to remove CO2 from ambient air using an absorption-desorption process.

It is depressing that humanity has treated the planet in such a way that simply reducing fossil fuel usage is unlikely to be enough to sidestep disaster. At this year’s WEF Annual Meeting, talks will once again focus on efforts to cut down global greenhouse gas emissions. Ultimately, though, new technology may have to come to the rescue.

Fresh thinking
Making things more difficult is the fact that these challenges must be tackled at a time when political and economic stability is far from guaranteed. More than 10 years have passed since the global financial crisis, but the world economy is still suffering a hangover. “Current economic momentum remains weak, while heightened debt levels and subdued investment growth in developing economies are holding countries back from achieving their potential,” World Bank Group President David Malpass said in June. “It’s urgent that countries make significant structural reforms that improve the business climate and attract investment. They also need to make debt management and transparency a high priority so that new debt adds to growth and investment.”

The eurozone, for example, is expected to grow by just 1.4 percent across 2020, while US-China trade tensions threaten to dampen business and investor confidence in both markets for the foreseeable future. Political change may provide a path away from this stagnation: the US presidential election is scheduled for late 2020, while the EU has recently appointed new heads of the European Commission and European Central Bank. However, as we are all well aware, politics is always rife with uncertainty. Change can be both positive and negative.

Attendees at the 2020 WEF Annual Meeting will be hopeful that fresh leadership can set the planet on a course for closer economic collaboration, stronger financial stability and longer-term environmental sustainability. If discussions at Davos can help in any of those areas – even in some small way – then perhaps the event can recapture some of its lost spark.

Artificial diamonds and their numerous use cases in new technologies

The jewellery and tools markets, dominated by tradespeople in Asia and Europe, are not the only buyers of diamonds – there is growing research into their other properties and uses. Studies in the fields of particle physics, electronics, optics and communications are pushing the known applications of the material.

Diamond is famously a very hard material, but it also has the highest thermal conductivity of any other substance, is not chemically reactive and is radiation-hard. This combination of attributes makes diamonds ideal for environments that would degrade other materials.

Durability and versatility
Thermal conductivity makes diamonds extremely useful for electronics – in fact, no other semiconducting material comes close to its level of thermal conductivity. Due to their highly effective use in this field, diamonds can offer ways to manage the increased heat that comes with more powerful computers, allowing Moore’s Law to be maintained – the notion that the capacity of microchips in computers will double every two years, but the price of computers will halve. Manufacturing some of these electronic components from diamond is an intriguing way to get around limitations in computing power. Proven in applications such as solid-state lasers and LEDs, diamond is currently used in cases when the hardware in question needs to be portable and light – where the volume, weight and cost of standard electronic hardware materials make portability infeasible.

Laboratory-grown diamonds are becoming more common and widely used for research – soon, the material will be a necessity for many scientific industries to experiment and innovate

Diamond is also useful for radiation detection because of its band gap, chemical stability and radiation hardness. As helium-3 becomes more scarce and expensive, diamond becomes a more attractive material for neutron detection in nuclear fission and fusion. Since it is radiation-hard and extremely durable, radiation detectors made with diamond can be placed in previously inaccessible areas for experiments and data collection. Additionally, the material’s resistance to heat, vibration and humidity sets it apart from other available substances.

In addition, nitrogen vacancies (nitrogen atoms occurring in place of carbon atoms) in diamond make the material valuable for researchers studying quantum computing. Nitrogen vacancy centres can be ‘spun’ and turned on and off to imitate electrical components in computing processes. What’s more, the thermal properties of diamonds allow experiments to be conducted at room temperature, thereby significantly lowering the cost of experiments by eliminating the need for cryogenic lab conditions.

New applications
Laboratory-grown diamonds are becoming more common and widely used for research – soon, the material will be a necessity for many scientific industries to experiment and innovate. What’s more, the jewellery market is expected to grow as consumers become more comfortable with lab-grown diamonds as opposed to traditionally mined ones.

Applied Diamond develops new applications for diamonds in two ways: the first is our research for the Department of Energy, where we aim to mitigate the engineering and material challenges of synchrotrons (particle accelerators) in the US. The second way is by building diamond slabs or bespoke assembly components for customers with unique demands.

Our experience with this challenging material enables us to first build a prototype, which then assists our customers with deciding if they want to scale up further production based on the initial result. Through such applications, we are helping to push the boundaries of what’s possible with incredibly versatile diamonds.

Insurance companies are refusing to back coal projects over environmental concerns

Coal is said to be the most polluting fossil fuel in terms of carbon. It is perhaps unsurprising, then, that the past few years have seen a rise in insurance firms refusing to provide cover to the industry. Since March, US insurers Chubb and AXIS Capital, along with Australian firms QBE Insurance and Suncorp Group, have pledged to stop or restrict insurance coverage for coal companies.

In fact, coal exit policies have recently been announced by 17 of the world’s largest insurers, which collectively control 46 percent of the reinsurance market. This indicates that a gradual move towards renewable energy sources could be on the cards.

An environmental plea
The past five years have been the hottest on record, with increasing temperatures often resulting in more natural disasters. This has meant higher claims bills for insurers, with natural disasters costing insurance companies $90bn in 2018, according to Aon’s Weather, Climate and Catastrophe Insight report.

In 2017, international non-governmental organisations launched the Unfriend Coal network, a global coalition set up to urge insurance companies to distance themselves from the coal industry. Recently, the group published a report outlining insurers’ underwriting, divestment and climate leadership policies.

Overseeing one quarter of invested assets worldwide, insurance companies can have a major say on the direction of investment within the global economy

Unfriend Coal has also used its platform to praise the positive steps taken by insurance giants such as AXIS Capital and AXA to transition away from coal, noting that all companies should be following in the same footsteps. As a spokesperson for Unfriend Coal told The New Economy: “The shift against coal is encouraging, but needs to expand and accelerate quickly, with carbon dioxide emissions [increasing] by a record two percent in 2018.”

Climate Analytics, a non-profit climate science and policy institute, has calculated that all coal-fired power stations must be shut down before 2040 if global temperatures are to be prevented from reaching 1.5 degrees Celsius above pre-industrial levels – a critical tipping point, according to the Paris Agreement. As reported by the Financial Times, credit rating agencies have concluded that it is in insurers’ best interests to reduce their exposure to coal, due to the risks posed by the industry.

Insurers divided
Overseeing around one quarter of invested assets worldwide, insurance companies can have a major say on the direction of investment within the global economy. As such, having companies as prominent as AXIS Capital and AXA speak out in favour of renewable energy could have a major impact on the future of the coal industry.

AXA has promised to discontinue its financial support of coal in Europe by 2030 and the rest of the world by 2040. Céline Soubranne, the company’s chief corporate responsibility officer, told The New Economy that this is because “achieving the objectives of the Paris Agreement requires exits from the most carbon-intensive industries, such as coal”.

Further, AXA has recently shown its support for the move to renewable energy, acknowledging the important role insurers play in the climate crisis by pledging to offer companies ‘transition’ bonds to help finance a shift to cleaner energy. The firm will also double its green investments to €24bn ($26.8bn) by 2023. With prominent insurance companies speaking up, environmental groups such as Greenpeace are hoping this stance will be seen as a baseline for others.

However, there are still insurance companies across the world that show little intention of curbing the use of coal, and new coal mines are being built by companies such as the Adani Group, which is currently struggling to attract investment for its Carmichael coal mine in Queensland, Australia. According to Greenpeace, the mine will emit 4.6 billion tonnes of CO2 over its lifetime. Due to its lack of funding, the Adani Group has had to scale back the project and is currently in need of additional investment from the Adani family to complete the mine by 2021.

It is important to recognise that opening new coal mines doesn’t guarantee more jobs for communities

The fact that the Adani Group is struggling to secure funding indicates that new coal projects could be considerably rarer in the future, with the CRO Forum urging financiers to participate in a massive and globally coordinated response to mitigate current climate risks. For insurance companies, cutting ties with the coal industry is crucial not only for protecting the environment, but also for ensuring long-term investments are safeguarded by looking to cleaner industries.

The end of the tunnel?
A winding down of the coal industry will inevitably have an impact on its current employees. In the US, in particular, the coal mining industry is enormous, employing 53,000 miners in 2018, according to the US Bureau of Labour Statistics.

The industry is gradually declining, though, with natural gas unseating coal as the top source of US electricity last year. With the country moving away from coal, it is crucial that plans are put in place to accommodate those who are set to lose their jobs as a result. This is already happening in West Virginia, with rumours circulating that a new commercial development park will be built at a decommissioned mine. If true, the new build would provide jobs for former miners while being less damaging to the environment.

Despite US President Donald Trump’s best efforts to scrap his predecessor’s Clean Power Plan – not to mention, his own plans to open more coal mines – natural gas and renewable energy are likely to continue to rise in popularity. Natural gas is often cheaper than coal, while renewable energy is preferred from an environmental perspective. It is also important to recognise that opening new coal mines doesn’t guarantee more jobs for communities, with automated technology increasingly taking the place of humans in the past few decades.

A brave new world
Insurance companies must continue to educate customers about the impact climate change has on their premium prices, as consumers’ choices are one way in which reform can be fostered. The commitment of some insurers to the Paris Agreement’s 1.5 degrees Celsius warming limit could encourage others to question how viable insuring coal is. Urgewald, a non-profit environmental organisation, affirmed the need for the coal industry to become redundant, with a spokesperson telling The New Economy: “Coal-fired power generation must decrease by 78 percent by 2030 if we want to keep the 1.5 degrees Celsius limit within reach”.

In the first half of 2019, the EU experienced an unprecedented 19 percent decline in coal-fired power generation and, by the end of 2019, it is expected to be down 23 percent on the previous year. In other parts of the world, the US is on track for one of its largest annual declines in coal-fired power generation, while non-fossil-fuel energy sources almost met all demand growth in China this year. Following the pattern of insurers discontinuing their partnerships with the industry, there has been a clear movement away from coal across the globe. This ultimately demonstrates the power that insurance companies have in shaping the global economy’s development.

AI program that can imitate Shakespeare replicated by two graduates

Consider these two passages: “For in that sleep of death, what dreams may come when we have shuffled off this mortal coil.” And: “If death, in some obscure and distant hour, strikes me still as I slept, if I yet dream.”

While William Shakespeare wrote the first, an ultra-powerful artificial intelligence (AI) program imitated the Bard’s style in the second – and yet, the two are almost indistinguishable.
The program, called GPT-2, was developed by AI lab OpenAI in February. It’s able to write hyper-realistic text in any format, using nothing but a few words as a prompt. However, having perfected the software, OpenAI elected not to release it over concerns that it could be used to mass produce fake news or propaganda. Instead, the company released a watered-down version of the program along with a scientific paper explaining the significance of what it had created.

OpenAI considered its decision to be watertight: it had protected the public from the program’s potentially nefarious impact. It did not foresee that two computer scientists from Brown University would be able to recreate the program and publish it online for anyone to download – but that’s exactly what Aaron Gokaslan and Vanya Cohen did.

The duo, aged 23 and 24, recreated OpenAI’s language-production software using code available in the public domain. They then trained it using millions of web pages and $50,000 worth of free cloud-computing tools available from Google. Unlike OpenAI, they, along with other members of the AI community, do not believe the program poses a danger to society.

“OpenAI’s claim that it is somehow dangerous to release the code is just a new iteration of the ‘security through obscurity’ argument,” said Mark Taylor, CEO of Sirius and founder of the UK’s Open Source Consortium. “The argument has rightly been ridiculed widely, and has by definition been disproved by the two graduates who replicated it.”

OpenAI’s decision not to release the full program was further criticised for being counterintuitive to the collaborative attitude that typically pervades when it comes to developing new code. By releasing a slimmed-down version of the code and declaring the program dangerous, the company not only invited potential copycat versions, but also ignited a debate about the power that comes with ownership of such a formidable tool.

Joint effort
Ownership of any kind of code can be attributed in two ways: through either a proprietary or an open-source licence. “The key difference is who is allowed to see it and modify it,” explained Taylor. “Proprietary licences treat code as ‘secret sauce’ and only allow the owner to modify and improve it, whereas open-source licences take the scientific approach of not only allowing others to modify, but also encouraging peer review.”

The latter type is preferred by developers, particularly within the AI community, as the nascent nature of much of the technology means it is highly unlikely to be perfect first time round. Making it public allows others to modify it and improves the quality of the code over time. “No matter how good an engineer, people are fallible and if other experts can check their work, errors can be identified and corrected,” Taylor told The New Economy. “One never knows where or from whom the next genius idea can come from… With access to, and the ability to modify or contribute to, source code means a product can be rapidly improved and even transformed into class-leading software.”

Cohen also argued in an interview with Wired that by releasing the full version of the code rather than declaring it dangerous, OpenAI would not have drawn so much attention to its invention. He told Wired that his recreation “allows everyone to have an important conversation about security, and researchers to help secure against future potential abuses”.

Power sharing
Nevertheless, some argue that freely releasing code can create public safety issues, as someone with malicious motives could weaponise it. But Taylor refutes this argument. “All tools can be exploited or used for a detrimental purpose,” he told The New Economy. “Tools themselves are neutral – it is the intent of the user that matters.” In other words, he doesn’t see potential safety concerns as a justifiable reason for not releasing code into the public domain, especially when it has numerous other innovation-related benefits.

What’s more, the alternative to open-source is for companies to have in-house teams of data scientists that operate entirely within the limitations of one firm. This raises concerns about the potentially dangerous implications of concentrating that much power within the hands of a single company. “History tells us that centralising power rarely works out well,” said Taylor. “Proponents of this sort of proprietary ownership are effectively a priesthood, imploring others to trust [that they will use the code responsibly].” When code is in the public domain, it’s clear for all the world to see how it is being utilised, making it much easier to identify cases where it is being put to malicious use.

Since Cohen and Gokaslan released their recreation of GPT-2 into the public domain, OpenAI has announced it is aware of at least five other copies of the program. It’s unclear whether the firm plans to take any action toward removing these versions, or whether it even has the power to. “If you train a program using someone else’s data, the original owner of that data would normally have a claim to at least part ownership of it,” explained John-Paul Rooney, a partner and patent attorney at intellectual property firm Withers & Rogers. “However, if the data was made freely available as part of an open-source agreement, then its original owner would forfeit any right of ownership, unless there were specific conditions of use written into the open-source agreement. In this case, it seems likely that OpenAI was aware that it was forgoing any right of ownership to programs produced as a result of releasing its datasets.”

Given that it willingly released a slimmed-down version of the GPT-2 code, it’s highly unlikely that OpenAI could seek any sort of successful legal recourse for the replications. The firm has also said that it plans to release the full version of the program itself at a later point, undermining its earlier statement regarding safety concerns. This raises the question as to why it held it back in the first place, although this could simply be explained by the level of media coverage that has surrounded the staged release: by following a non-traditional path in that regard, the firm has piqued the interest of the AI community, meaning more developers have viewed and worked on the code than if the company had quietly released the entire program straight off the bat. Perhaps that was OpenAI’s plan all along.