Category Archives: Technology

Victimized Twice? Firms Paying Cyber Ransom Could Face U.S. Penalties

Recent advisories from two U.S. Treasury agencies –  the Financial Crimes Enforcement Network (FinCEN) and the Office of Foreign Assets Control (OFAC) – indicating that companies paying ransom or facilitating such payments to cyber extortionists could be subject to federal penalties are a reminder of the importance of good cyber hygiene.  

The notices also underscore businesses’ need to consult with knowledgeable, reputable professionals long before a ransomware attack occurs and before making any payments. 

Ransomware on the rise 

In a ransomware attack, hackers use software to block access to the victim’s own data and demand payment (usually in Bitcoin or another cryptocurrency) to regain access. It has been a growing problem in recent years, and such attacks have intensified since the COVID-19 pandemic has led to many people working from home for the first time.  

The FBI warns against paying ransoms, but studies have shown that business leaders today pay a lot in the hope of getting their data back.  An IBM survey of 600 U.S. business leaders found that 70% had paid a ransom to regain access to their business files. Of the companies responding, nearly half have paid more than $10,000, and 20% of them paid more than $40,000. 

Sanctioned entities 

The OFAC advisory specifically targets transactions benefiting individuals or entities on OFAC’s Specially Designated Nationals and Blocked Persons List, other blocked persons, and those covered by comprehensive country or region embargoes (e.g., Cuba, the Crimea region of Ukraine, Iran, North Korea, and Syria). 

If you pay ransom to anyone in these categories, you could be fined or even jailed for breaching the  International Emergency Economic Powers Act (IEEPA) or the Trading with the Enemy Act (TWEA). Penalties can vary widely, depending on the circumstances.  

How is a business owner to know?  

“Companies should rely on experts to assist with their due diligence and work with the FBI,” writes law firm BakerHostetler in a recent blog post. “Experience in incident response is key, and your counsel should be an informed, confident partner as you navigate this rapidly evolving area.” 

“Before a payment is made,” the law firm writes, “a company generally retains a third party to conduct due diligence to ensure that the payment isn’t being made to a sanctioned organization or a group reasonably suspected of being tied to a sanctioned organization. Additionally, checks are in place to ensure that anti-money laundering laws are not being violated.”

Many insurers are working with their clients to put such practices in place and taking a variety of other steps to address the threat of ransomware attacks. Cyber-insurance premiums started rising 5% to 25% late last year, according to Robert Parisi, U.S. cyber product leader at insurance broker Marsh & McLennan. Parisi called the increases “dramatic” but said insurers have not scaled back coverage. 

Marsh has issued a client advisory — What OFAC’s Ransomware Advisory Means for US Companies — explaining what U.S. businesses need to know about the OFAC advisory and the importance of completing an OFAC review before payment of ransom demands.  Marsh’s advisory also makes recommendations for re-assessing ransom incident response plans, mitigating ransomware risk, and preparation for and recovery from ransomware and cyber extortion attacks. 

Lightning Round Webinar Showcases Cutting Edge Disaster Mitigation Technologies

Four entrepreneurial teams who have developed products to boost societal resilience and to mitigate natural disaster risks will present them during a free Insurance Information Institute (Triple-I) event on Thursday, Oct. 22, at 11 a.m., ET.

Billed as the Lightning Rounds for Resilience and Pre-Disaster Mitigated Innovations, it is the third time this year the Triple-I and its Resilience Accelerator, ResilientH20 Partners and The Cannon, have connected entrepreneurs with leading insurance innovation specialists and investors. Pre-registration is required.

The first of the day’s two panels will feature the web-based apps developed by the prize-winning teams from 2020’s collegiate Hack-for-Resilience III. The Triple-I and the Wharton Risk Management and Decision Processes Center at the University of Pennsylvania honored these two student entrepreneurial teams in September 2020.

  • Air.ly:  The app identifies locales near wildfire zones where individuals afflicted with respiratory issues, or other health complications, can find fresh air. It won the prize this year for the Best Overall Hack-for-Resilience.
  • Insura: The app uses a home’s location and historical loss data to recommend mitigation and maintenance activities which could reduce a homeowner’s insurance premiums.  It won this year’s prize for the Best Application of Insurtech.

“We’re excited to spotlight the outstanding work of talented students who have accepted the challenge to build and empower the resilience movement. Products like Air.ly and Insura are proof today’s brightest young minds are creating the tools that will better allow people to navigate through, and prepare for, natural disasters,” said Michel Leonard, PhD, CBE, Vice President and Senior Economist, Triple-I.

Two established businesses – members of the Resilience Innovation Hub “portfolio of disaster risk-mitigation innovation” -will present their products and services during the event’s second and final panel:  

  • Thermal Gate™ 2.5:  The artificial intelligence (AI) based system screens and detects individuals who have an elevated body temperature before they enter venues which are open to the public.
  • Mesh++ : The just-in-time WiFi community network requires no external power nor wiring to generate broadband access for first-responders, citizens, and preparedness interests.

Click here to register.

Virtual Discussion: Responding to Disaster During a Crisis

On September 24 a virtual discussion hosted by the Department of Homeland Security’s Science and Technology Advisory Committee will inform community leaders about how new science and technology applications are enhancing resilience and protecting lifeline systems and networks.

During the discussion experts will describe how technologies can inform risk-based decision-making in areas of neighborhood health monitoring, supply chains, evacuation planning, crisis communications, and information sharing among frontline responders. Innovation in predictive analytics, modeling and simulation, and mobility offer new solutions to tackle immediate challenges and prepare for emerging threats.

The panel will also cover how new public-private partnerships are accelerating new solutions and business models to prepare for day-to-day emergencies.

The discussion will include Michel Léonard, PhD, CBE, Vice President & Senior Economist, Insurance Information Institute; and Richard Seline, Managing Director, ResilientH20Partners.

About the virtual discussion:

September 24, 2020. 1:00 – 2:30 p.m. ET

Click here to register.

Speakers:

David Maurstad, Deputy Associate Administrator, FEMA

Duane Caneva, Chief Medical Officer, DHS Countering WMD Office

Ted Smith, Ph.D., Wastewater Based Epidemiology, Professor of Environmental Medicine, University of Louisville and Advisor to Louisville Mayor, Greg Fischer

Catherine Cross, Deputy Under Secretary, DHS Science and Technology Directorate (S&T)

David Corman, Program Director, Cyber-Physical Systems and Smart and Connected Communities, National Science Foundation

Richard Seline, Executive Director, Accelerate H2O, Houston, Texas

Michel Léonard, Vice President and Senior Economist, Insurance Information Institute

Moderator: David Alexander, Director of Resilience Research and Partnerships, DHS S&T

The Insurance Information Institute’s Resilience Accelerator was created to build awareness and adoption of insurance as a frontline defense against the impact of extreme weather events on households, businesses and communities.

Student Hacker Teams Showcase Their Winning Skills at PennApps 3rd Annual Hack-for-Resilience Competition

From Friday, September 11 to Sunday, September 13, the third annual the Hack-for-Resilience competition (“H4R”) was hosted by Wharton Risk Center and the Insurance Information Institute’s (“Triple-I”) Resilience Accelerator as part of the PennAppsXXI hackathon. This year’s competition yielded an impressive array of powerful data, robotics and AI solutions, as well as unique perspectives on catastrophe preparedness and mitigation from the next generation of innovators and leaders.

Organized into two categories—Best Overall Hack for Resilience and Best Application of Insurtech—Hack-for-Resilience III was a virtual event conducted over 36 hours spanning 8:00 pm Friday night through 8:00 am Sunday morning. Students used Slack, Zoom and HopIn digital collaboration platforms, to recruit and select teammates, ideate, seek guidance from mentors, and produce and demonstrate hacks.

This year’s H4R attracted 38 teams from as far away as British Columbia, Brasil and India. Some interesting trends emerged: For 2020, several hacks used gamification—applying the principles and characteristics of video gaming to tasks and problem-solving—as a technique to teach and test catastrophe resilience. This year also saw numerous student innovators drawing inspiration from their own families’ recent natural disaster experiences.

A panel of judges that included Dr. Carolyn Kousky, Wharton Risk Center’s Executive Director and Dr. Michel Leonard, the Triple-I’s Vice President and Senior Economist, selected first- and second-place winning hacks in both categories. They are:

BEST APPLICATION OF INSURTECH

Winner: INSURA

Developed as a way to get households into a “resilience frame of mind,” INSURA uses location and historical loss data, to incentivize catastrophe resilience by making a game of preparedness and mitigation. Users enter information about their homes and known risks, and INSURA suggests mitigation activities and common household maintenance chores. Players are scored by calculated potential insurance premium savings.

Runner-up: CLAIM CART

Created in response to recent wildfires, CLAIM CART makes it easier for users to file claims for insured losses by guiding them step-by-step through creating an effective household inventory to receive maximum payout for their lost possessions. The app works by querying insurer and public loss and item pricing data to help people prepare for a disaster by more accurately presenting and organizing information about the contents of their home.

BEST OVERALL HACK-FOR-RESILIENCE

Winner: AIR.LY

Inspired by the development team members experiences during recent California wildfires, AIR.LY is billed as “the one-stop shop [for finding] safe outdoor retreats during wildfires.” AIR.LY helps delivers vital, in-real-time help to an often-overlooked group: persons afflicted with respiratory issues or other health complications.

Runner-up: Saving Our Souls (S.O.S.)

Designed and built by a team of high-schoolers, S.O.S. is story-mode game that allows players to choose disaster scenarios that present multiple options to instruct on fire and flood safety, as well as effective preparedness and evacuation practices.

First place-winning team members will each receive a $200 Amazon gift card for their winning hacks, while the runners-up each will receive a $100 Amazon gift card. New for 2020 is an additional reward for first place winners, entry into a Resilience Accelerator Lightning Rounds ideas showcase, where teams will demo their winning hacks to a panel of insurance innovation leaders and investors.

The Wharton Risk Center and the Triple-I wish to again extend our thanks to all who contributed to making Hack-for-Resilience III and PennAppsXXI a rousing success!

By James Ballot,  Senior Advisor, Strategic Communications, Triple-I

Disaster Resilience Is Focus of Triple-I, U. Penn Student Competition

By James Ballot, Senior Advisor, Strategic Communications, Triple-I

For the third year straight, the Insurance Information Institute (Triple-I) and the Wharton Risk Management and Decision Processes Center (Wharton Risk Center) at the University of Pennsylvania are co-sponsoring a student competition aimed at developing innovative solutions to real-world disaster resilience problems.

Held virtually, the third annual “Hack-for-Resilience” begins on Friday, Sept. 11 and concludes on Sunday, Sept. 13 as part of PennAppsXXI, the nation’s oldest student-run hackathon. The word “hack,” in the context of a hackathon, describes how multiple technologies can be used in new and innovative ways.

“This event allows the Triple-I and its Resilience Accelerator partners to bring together insurers and student innovators who have the same goal—to create new products and services that will reduce the risks people face from natural disasters,” said Sean Kevelighan, CEO, Triple-I. The Triple-I’s Resilience Accelerator was launched in 2019 to reduce the impact of extreme weather events on households and communities through insurance. 

The 2020 edition of this competition will give entrants from midnight on Saturday, Sept. 12 through 9 a.m. on Sunday, Sept. 13 to show their skills. During this time, teams of up to four students will conceive, test, and deliver working apps while others develop hardware solutions, Internet of Things (IoT) protocols, and data tools that can save lives and reduce property damage in the wake of a natural disaster.

 “Building resilience to disasters is more important than ever,” said Dr. Carolyn Kousky, Executive Director, Wharton Risk Management and Decision Processes Center, University of Pennsylvania.

A team of judges from Wharton Risk Center and Triple-I will award first- and second-place cash prizes in two categories: “Best Overall Hack” and “The Most Outstanding Application of Insurtech,” which is defined broadly as either a product or service that improves the insurance customer experience. The winning teams will be announced on Sunday evening, Sept. 13.

New to this year’s “Hack-for-Resilience” is that both first-place prize winners will participate in the Resilience Accelerator’s Lightning Round innovation showcase on Thursday, Oct. 22, 2020.

The first-place prizes in 2019 were awarded to the creators of Phoenix, an autonomous drone with the capacity to track and extinguish fires (Best Overall Hack) and WildFire Protect, a parametric insurance product which would pay a policyholder immediately after they incurred a wildfire-related property loss (The Most Outstanding Application of Insurtech).

You can follow this year’s competition on social media via the hashtag #H4R2020

Insurance Careers Corner: Q&A with Rahel Abraham, ClimaGuard

By Kris Maccini, Social Media Director, Triple-I

Triple-I’s “Insurance Careers Corner” series was created to highlight trailblazers in the insurance industry and to spread awareness on the career opportunities within the industry.

This month we interviewed Rahel Abraham, CEO of ClimaGuard, a Houston-based start-up that provides protective coverings for cars (and personal belongings) to prevent valuable losses from flood damage. Rahel shared her inspiration for creating ClimaGuard, her experiences as a first-time entrepreneur, and how she prepped her business for hurricane season, amid a pandemic.

Name: Rahel Abraham

Current Role: Founder & CEO, ClimaGuard

Years at Company: 2 years

Tell me about ClimaGuard. What led you to start the company in 2018?

The idea of ClimaGuard came about a month after Hurricane Harvey. This event was a historical devastation – not only were residential homes flooded, but many businesses and vehicles were flooded also. I lost my car, and there was a shortage of rental vehicles. Living in Houston, I depend on my mobility – being vulnerable post the hurricane was a challenge. I realized that I needed help, and so did many of my neighbors.

Shortly after the storm, a friend and I thought of an idea to produce a protective covering. As more hurricanes hit, we realized that flood mitigation wasn’t going to be solved overnight, but that we could come up with a way to help people safeguard themselves in real time. My background prior to ClimaGuard was in Engineering, so I knew that I had the background to create a product that would work.

ClimaGuard protective coverings can be used for other purposes outside of automobiles. I have a client who used it to protect a grandfather clock that was passed down through generations. I wanted the covering to be large enough to fit a car, but easy enough to use for quickly packing other valuable items in the home – sofas, electronics, tables, etc.

As CEO, what’s top of mind as you look to grow your business?

There are two goals that are top of mind: 1.) Spread awareness about flood risks, and 2.) Encourage and empower at-risk communities to proactively mitigate. Education in creating awareness for disaster planning and mitigation is vital to the growth of ClimaGuard. Whatever life looks like post-event – whether it’s running for home supplies, shopping for groceries, or accessing temporary living (hotel) – you need mobility, and, more importantly, peace of mind throughout the event.

It wasn’t until I got flooded that I understood the challenges post-flooding, and the financial costs to recover. I was fortunate to have a support system, but I know individuals who are still trying to recover three years after Harvey. I’m focused on preparing individuals and communities to get back up and running as soon as possible.

Being a woman and Black-owned business, what challenges have you faced in growing the company?

I didn’t know anyone personally who ran a successful product-based company, or any start-up, in general. I quit my job to pursue my business, so my cash flow was limited. I relied on my savings in the beginning, because I didn’t know how to seek funding. I was concerned that I would lock my business into a situation that would prevent it from thriving, if I didn’t partner with the right people. Because I didn’t have the network here, I went overseas to build partnerships, understand manufacturing, and learn how to create opportunities.

What activities have you been involved in to help build networking and partnerships?

Prior to COVID-19, I was part of an accelerator program called DivInc out of Austin, Texas. Austin is a great community for start-ups, and I wanted to be in the mix among entrepreneurs who were also starting from the ground up. After completing that program, I began outreach specifically to dealerships and the insurance industry. These two markets have proven to be good partnership opportunities for ClimaGuard. With insurance, my goal is to touch on the fleet business, the rental car space, and the commercial and residential customer base. With the dealerships, I am seeking access to the residential and commercial buyers who are invested in protecting their assets.

[ClimaGuard is currently a participant in Triple-I’s Resilience Accelerator]

What advice would you give to aspiring entrepreneurs in seeking opportunities and overcoming challenges? 

Just like your ingenuity led to an idea that solves a real problem, that same creative thinking will lead you to solutions to overcome your challenges. Your path is your own, and you don’t need millions of dollars to make your start-up successful. You do not need a proven track record to show you are capable. It’s not a sprint, it’s a marathon, so don’t burn yourself out.

2020 is expected to be one of the worst hurricane seasons on record and the pandemic will bring about new challenges in disaster prep. How have these challenges impacted your business? How are you preparing for the season?

Currently, the nation is highly focused on COVID-19. The lack of attention to this hurricane season concerns me, however we are living in very unusual and uncertain times. Many of us, myself included, are taking things day by day. I’m trying to be observant of the climate and the emotional health of our communities. In terms of preparedness during hurricane season, I know that hurricanes and flash flooding only allow a few days of notice before hitting an area. I’ve ensured that ClimaGuard inventory is ready, and I’m prepared to ship units (with the available supply) through a local fulfillment business in Houston. ClimaGuard’s mission is to prevent loss from natural disasters, and we’re ready this season and preparing for next season. Our goal is increase inventory next year as we develop more opportunities with partners and retailers.

Lightning Rounds: Investing in disaster and risk management technology

The Insurance Information Institute (Triple-I) yesterday hosted a webinar showcasing technology companies whose products mitigate the impact of severe weather on homeowners, businesses and communities. This is the first in a series of Lightning Rounds – fast-paced pitch panels for insurance and non-insurance investors.

The webinar is part of the Resilience Accelerator initiative, a collaboration of Triple-I, ResilientH2O Partners and The Cannon

During the Lightning Rounds, pre-vetted technology companies, equipment suppliers, integrated solution providers, and large-scale project development teams present their unique value propositions.

This Round’s focus was flood prevention. Shelly Klose, CEO of True Flood Risk described the company’s AI-driven risk management platform that provides individual property data, geolocation intelligence and risk scores related to flood risk in real-time without an on-site inspection. Tasha Nielsen Fuller, CEO of FloodFrame USA, presented a system which is installed underground around a structure, and automatically deploys in a flood, protecting the structure. Rahel Abraham, Founder and Chief Executive Officer of ClimaGuard, was inspired to invent a water-resistant wrapping for vehicles and other possessions when her own vehicle was flooded during Hurricane Harvey.

To view a recording of the webinar click on the video above.

Webinar overview

Part 1: A view from the C-Suite: Identifying the right technology and risk solutions

Brian Gaab, Strategy & Innovation, CSAA Insurance Group, a AAA Insurer

Susan Holliday, Senior Advisor, International Finance Corporation | The World Bank Group

Matthew T. Schneider, Co-CEO, Aon Risk Solutions, M&A and Transaction Solutions

Michel Leonard, PhD, CBE (Moderator), Senior Economist & Vice President, The Insurance Information Institute

Part 2: Use Cases: Bringing to market flood management solutions

Presenting Companies:

Shelly Klose, Founder and Chief Executive Officer, True Flood Risk

Tasha Nielsen Fuller, Chief Executive Officer, FloodFrame USA

Rahel Abraham, Founder and Chief Executive Officer, ClimaGuard

Panelists:

Brian Gaab, Strategy & Innovation, CSAA Insurance Group, a AAA Insurer

Susan Holliday, Senior Advisor, International Finance Corporation | The World Bank Group

Matthew T. Schneider, Co-CEO, Aon Risk Solutions, M&A and Transaction Solutions

Remington Tonar, Chief Resilience Officer and Senior Advisor, The Cannon

Richard Seline (Moderator), Managing Partner, ResilientH2O Partners

Triple-I, ResilientH20 Partners Launch Resilience Innovation Hub

The Gulf Coast & Southwest Resilience Innovation Hub’s creation was announced on June 18 by the Insurance Information Institute (Triple-I) and ResilientH20 Partners and will be a key part of the Triple-I’s Resilience Accelerator initiative.

The Resilience Innovation Hub will allow private and public sector entities to collaborate and bring-to-market resilience and flood mitigation technologies. Moreover, the Hub will connect investors with governments and academic institutions while also highlighting pre-disaster mitigation success stories through a resilience portfolio and technology showcase program. 

The Innovation Hub is opening effective June 18 at the Cannon’s downtown Houston Cannon Tower, a venue which already houses workspaces where entrepreneurs gather as their ventures develop. The locale, also the headquarters for ResilientH20 Partners, is at 1801 Main Street, Suite 1300, Houston, Texas 77002. The Triple-I’s Resilience Accelerator initiative is aimed at reducing the impact of extreme weather events and building more resilient communities through insurance.

“As households and businesses learn from past natural disasters, especially those which struck the U.S.’s Gulf Coast, the Resilience Innovation Hub can accelerate the deployment of products, services, and projects aimed at reducing disaster-caused losses in consultation with insurance carriers and brokers,” said Dr. Michel Léonard, CBE, Vice President, Senior Economist, Triple-I and the Triple-I’s Resilience Accelerator lead.

“There has been a widespread interest in, and demand for, best-in-class actionable, alternative disaster mitigation solutions since 2017’s Hurricane Harvey and subsequent storms caused extensive insured losses to autos, homes, businesses, and governmental properties,” said Richard Seline, Managing Partner, ResilientH2O Partners. “Society saves six dollars for every dollar spent through mitigation grants funded through federal agencies and even more progress can be made on this front through further investment in pre-disaster risk mitigation.”

Nine of the 10 costliest hurricanes in U.S. history have occurred since 2004, as defined by private-sector insured losses paid to auto, home, and business insurance policyholders and FEMA National Flood Insurance Program (NFIP) payouts.

“The Cannon Tower will provide a seamless onboarding for the Resilience Innovation Hub’s activities. Houston is already home to networks which focus on issues like sustainability, green infrastructure, and smart cities,” said Remington Tonar, Chief Revenue Officer, The Cannon Startup Platform.

The Resilience Innovation Hub’s creation was announced at the second in a series of virtual Town Halls co-hosted by the Triple-I and ResilientH2O Partners. The session on “Technology, Innovation, and Investment” focused on investing in pre-disaster risk mitigation and featured presentations by:

A panel discussion followed, and it included the Cannon’s Remington Tonar; Aaron Chan, Scouting Manager at State Farm’s @Labs; and Edward Craner, Senior Vice President of Strategy and Marketing at Holt Caterpillar.

COVID-19 Spurs Jobs For Robots, Drones, Other Technologies


COVID-19 threatens to overwhelm the U.S. health system in coming weeks, creating a need for remote services.

Robots, drones, and other technologies are being deployed in the fight against COVID-19, introducing new opportunities, challenges, and risks.

From “tele-health” solutions that facilitate care from a distance to robots that disinfect facilities to  drones that help manage crowds, the pandemic is spurring novel uses of existing technologies and could lead to new ones as nations, companies, and communities try to be better prepared for the next outbreak.

Telemedicine

Use of video conferencing and other forms of remote health-care delivery was developed to serve communities with few medical facilities. Today’s extreme circumstances, however, highlight its broader value.

Medicare this week said it will expand coverage for telemedicine nationwide to help seniors with health problems stay home and avoid coronavirus exposure. The virus threatens to overwhelm the U.S. health system in coming weeks, creating a need for remote services.

However, a patchwork of state-by-state regulations is slowing the advance of telemedicine.

“Oregon just rejected us because we didn’t have a facility there, and they told us to get one before we reapplied,” said James Wantuck, chief medical officer at San Francisco-based telemedicine firm PlushCare. “North Carolina, we found out, is really targeting retired doctors who previously had a license in that state, while other states like Mississippi, Colorado and Florida are making it very easy for our doctors to get licensed there.”

Over the past week, increased demand has slammed facilities that are used to serving only a few patients a day and now face backlogs.

“You can get the technology to support these astounding volumes,” said Roy Schoenberg, CEO of Boston-based telemedicine company Amwell. “But you’re very quickly getting to a point where the supply of medical services isn’t there. We need to have enough clinicians to allow us to handle that incoming volume.”

Robots

At the Wuchang field hospital in Wuhan, China – epicenter of the first coronavirus outbreak – a ward was staffed with 5G-enabled robots to help contain the contagion and alleviate the strain on human personnel.

Doctors in the United States used robot-assisted telemedicine to treat the first person in the country admitted to hospital with 2019-nCoV. In a two-bed isolated area at Providence Regional Medical Center in Washington – set up five years ago to deal with Ebola but never used – a robot equipped with a camera, microphone, and stethoscope enabled the patient consult with clinicians without direct contact.

Robots also are being used for disinfection.  Xenex robots – manufactured in San Antonio, Texas – use pulsed xenon ultraviolet-C (UVC) light to destroy pathogens. The company says its devices are being used to clean hospital rooms where there have been suspected cases of the new coronavirus. The robot can clean a room in as little as five minutes.

Los Angeles-based Dimer UVC Innovations has developed a germ-killing robot to sanitize airplanes. The robot – called GermFalcon – is being used at the Los Angeles International Airport, San Francisco International Airport, and John F. Kennedy International Airport.

Drones

In Spain, police are using drones to warn people to stay at home. Spain has declared a state of emergency and ordered citizens to stay indoors, apart from necessary trips, after reporting a sharp rise in coronavirus cases. BBC footage shows deserted Madrid streets policed by drones. The drones are controlled by humans who relay warnings through them via radio.

Similarly, in China drones were deployed to observe crowds and help manage traffic. People not wearing masks in public could be identified, and the drones were able to broadcast information to larger areas than regular loudspeakers. They also used thermal imaging to identify people with elevated body temperatures and were used to spray disinfectant in public areas.

Longer-term implications

Expanded use of these technologies against COVID-19 is a logical continuation of their evolution, but such advances don’t occur in a vacuum. Concerns about machines replacing human workers – especially if this outbreak ushers in a new era of “social distancing” – and about normalizing surveillance and use of drones for crowd control almost certainly will be raised.

If telemedicine gains greater traction, will cost efficiency conflict with efficacy of care?

Will internet-enabled technologies create more channels for cybercriminals to exploit?

Will greater social acceptance of technological solutions result in decreased attention to low-cost approaches to containment, like hand washing and environmental cleanliness?

Policymakers, corporate decision makers, and communities will need to address these and many other questions after this virus has been suppressed.

Algorithms, A.I.and Insurance: Promise and Peril

By Max Dorfman, Research Writer

A couple of articles crossed our desk recently that discussed the benefits and pitfalls of algorithms and artificial intelligence (AI). Neither discussed insurance, but they offered important lessons for the industry.

Algorithms and AI can work quickly, but they aren’t perfect.

An algorithm is a simple set of instructions for a computer.  Artificial intelligence is a group of algorithms that can modify and create new algorithms as it processes data. Broadly, these smart technologies can drive untold change for the industry.

As the Financial Times wrote earlier this year, “Insurance claims are, by their nature, painful processes. They happen only when something has gone wrong and they can take months to resolve.”

Chinese insurer Ping An uses AI to accelerate decision making, and New York-based insurance start-up Lemonade employs algorithms and AI to help pay clients more quickly. Other insurers use smart technologies for fraud detection, risk management, marketing, and other functions.

What could go wrong?

Algorithms and AI can work quickly, but they aren’t perfect. A recent article by Osonde A. Osoba, an information scientist and professor with the RAND Corporation, details what data scientists call an “algorithm audit.” An algorithm audit detects biases or blind spots that skew results, making it necessary to review and test the underlying data.

In the case Osoba discusses, Apple Pay was assailed on Twitter by tech executive David Heinemeier Hansson for giving him a credit limit 20 times larger than his wife’s, despite their sharing all assets, among other factors. Hansson concluded that the algorithm was sexist – causing a furor on the social media platform among both those who vehemently agreed and disagreed with him.

Apple Pay said it doesn’t have information about applicants’ gender or marital status. Yet no one from Apple could answer why Hansson received a significantly higher credit limit. They responded: “Credit limits are determined by an algorithm.”

Still, these algorithms and AI are informed by something – perhaps the implicit biases of the programmers. For example, systems using facial recognition software have yielded decisions that appear biased against darker-skinned women.

Are algorithms easier to fix than people?

An article in The New York Times by Sendhil Mullainathan, a professor of behavioral and computational science at the University of Chicago, discusses human and algorithmic biases. He cites a study in which he and his co-authors examined an algorithm that is commonly used to determine who requires extra levels of health care services. This algorithm has affected approximately 100 million people in the U.S. In this case, black patients were routinely rated to be at lower risk. However, the algorithm was inherently flawed: it used data on who receives the highest amount of health care expenditures.

Black patients already spend less money on health care than white patients with the same chronic conditions, so the algorithm only served to reinforce this bias. Indeed, without the algorithmic bias, the study estimated that the number of black patients receiving extra care would more than double. Yet Mullainathan believes that the algorithm can be fixed fairly easily.

Contrast this to a 2004 study Mullainathan conducted. He and his co-author responded to job listings with fabricated resumes: half the time they sent resumes with distinctively black names; the other half with distinctively white names. Resumes with black names received far fewer responses than those with white names.

This bias was verifiably human and, therefore, much harder to define.

“Humans are inscrutable in a way that algorithms are not,” Mullainathan says. “Our explanations for our behavior are shifting and constructed after the fact.”

Don’t write algorithms off

As RAND’s Osoba writes, algorithms and AI “help speed up complex decisions, enable wider access to services, and in many cases make better decisions than humans.” It’s the last point that one must be particularly mindful of; while algorithms can reproduce and intensify biases of their programmers, they don’t possess inherent prejudices, as people do.

As Mullainathan puts it, “Changing algorithms is easier than changing people: software on computers can be updated; the ‘wetware’ in our brains has so far proven much less pliable.”