Robots welding at the assembly line of the French car maker Peugeot/Citroen in Brazil. Artificial intelligence offers a chance for the Latin America's economies to leapfrog to greater innovation and economic progress.
Photo: Antonio Scorza/AFP/ Getty Images
Share this article
E-commerce firms have faced a conundrum in Latin America: How can they deliver packages in a region where 25% of urban populations live in informal, squatterneighborhoods with no addresses?
Enter Chazki, a logistics startup from Peru, which partnered with Arequipas Universidad San Pablo to build an artificial intelligence robot to generate new postal maps across the country. The company has now expanded to Argentina, Mexico and Chile, introducing remote communities and city outskirts to online deliveries.
Thats just one example of how machine learning is bringing unique Latin American solutions to unique Latin American challenges. Artificial intelligence and its correlated technologies could prove a major boon to the regions public and private sectors. In turn, its policymakers and business leaders have to better prepare to take full advantage while warding off potential downsides.
Latin America has long been the victim of low productivity and the COVID-19 pandemic is predictably making matters worse. Now, artificial intelligence is a chance for the regions economies to leapfrog to greater innovation and economic progress. Research suggests that AI will add a full percentage point of GDP to five of South Americas biggest economies Argentina, Brazil, Chile, Colombia and Peru by 2035.
Artificial intelligence could play transformative roles in Latin America for just about every sector, according to the Inter-American Development Bank (IADB). That means using AI to predict trade negotiation outcomes, commodity prices and consumer trends, or developing algorithms for use in factories, personalized medicine, infrastructure prototyping, autonomous transportation and energy consumption.
AIs applications in Latin America are already becoming reality. Argentinian Banco Galicia, Colombian airline Avianca, and Brazilian online shopping platform Shop Fcil have all adopted chatbots as virtual customer service assistance to help people. Chiles The Not Company developed an algorithm that analyzes animal-based food products and a database of 400,000 plants to generate recipes for vegan alternatives, and Perus National University of Engineering built machines to autonomously detect dangerous gases.
Expect the trend to continue in the near future. An MIT global survey of senior business executives worldwide found that, by the end of 2019, 79% of companies in Latin America had launched AI programs. The results have been positive; fewer than 2% of respondents reported that the initiatives made lower-than expected returns.
Another key factor is public acceptance of AI and automation. Thus far, Latin Americans are ahead of the curve in embracing the future, with another recent poll showing that 83% of Brazilian consumers said they would trust banking advice entirely generated by a computer, compared to a global average of 71%.
In a region that suffers from endemic corruption, pervasive violence, weak institutions and challenging socioeconomic conditions, governments, policymakers and organizations can use AI to tackle critical issues in the region, including food security, smart cities, natural resources and unemployment.
In Argentina, for example, artificial intelligence is being used to predict and prepare for teenage pregnancy and school dropout, as well as to outline unseen business opportunities in city neighborhoods. In Colombia and Uruguay, software has been developed to predict where crimes are likely to occur. In Brazil, the University of So Paulo is developing machine-learning technology that will rapidly assess the likelihood that patients have dengue fever, Zika or chikungunya when they arrive at a medical center.
At a time when public support for democracy in Latin America is flailing, AI could help come to the rescue. Congressional bodies across the region could use AI to boost the transparency and input of the legislative process. Indeed, the Hacker Laboratory, an innovation lab within Brazils Chamber of Deputies, is using AI platforms to facilitate interactions between lawmakers and citizens.
AI is not risk-free, of course. Elon Musk called AI humanitys biggest existential threat, and Stephen Hawking said it could spell the end of the human race.
Apocalyptic scenarios aside, the immediate danger of AI in Latin America is unemployment and inequality. The Inter-American Development Bank (IADB) warned in a 2018 study that between 36% and 43% of jobs could be lost due to artificial intelligence as a result of automatization. Indeed, Latin Americas governments must be prepared to set up guardrails and implement best practices for the implementation of AI.
Several governments in the region have already announced AI public policy plans. Mexico was one of the first 10 countries in the world to create a national AI strategy. Meanwhile, Brazil launched anational Internet of Things plan, which includes the countrys commitment to a network of AI laboratories across strategic areas including cybersecurity and defense. Chile is coordinating with civil society groups and experts to adopt its own AI plan.
Move aside, Mercosur! Governments in Latin America might also find that machine learning strengthens regional ties. That means harnessing AI to crunch data on trade flows and rules, find areas of consensus in multilateral negotiations, or create algorithms for regional trade. After all, AI models have a 300% greater predictive capacity than traditional econometric models, according to the Inter-American Development Bank.
Beyond competing national plans for AI, Latin American leaders should be drafting a strategy that is specific to its region much like the European Union is doing. A key takeaway from the recent UNESCO Regional Forum on AI in Latin America and the Caribbean was that the technology must develop with respect to universally recognized human rights and values.
In 2021, artificial intelligence could generate almost $3 trillion in business value and 6.2 billion hours of productivity worldwide. Latin America is rightfully jumping onto the bandwagon and has the potential to lead the parade in some areas.
To make full use of what could be a transformational productivity revolution for the region, government and business leaders must pump more resources into technology planning and education. The implementation of AI must improve, not accelerate, the regions inequity.
Read more:
Latin America's Growing Artificial Intelligence Wave BRINK News and Insights on Global Risk - BRINK
- 001 Jaenisch: Stem cells [Last Updated On: November 29th, 2011] [Originally Added On: November 29th, 2011]
- 002 2011 Summit: Stem Cells, Reprogramming and Personalized Medicine, Rudolf Jaenisch, MD - Video [Last Updated On: December 15th, 2011] [Originally Added On: December 15th, 2011]
- 003 Craig Venter: Understanding Our Genes - A Step to Personalized Medicine | CIRM Spotlight on Genomics - Video [Last Updated On: January 29th, 2012] [Originally Added On: January 29th, 2012]
- 004 'Personalized medicine' gets $67.5M research boost [Last Updated On: January 31st, 2012] [Originally Added On: January 31st, 2012]
- 005 Harper government invests in personalized medicine [Last Updated On: January 31st, 2012] [Originally Added On: January 31st, 2012]
- 006 Statement - Rx&D Applauds Government of Canada for Investing in Personalized Medicine [Last Updated On: February 1st, 2012] [Originally Added On: February 1st, 2012]
- 007 Study Identifies Cell Subtypes For Potential Personalized Cellular Therapies [Last Updated On: May 11th, 2012] [Originally Added On: May 11th, 2012]
- 008 New UConn Health Center Chief Looks Ahead [Last Updated On: May 29th, 2012] [Originally Added On: May 29th, 2012]
- 009 Personalized Medicine - A Global Market Overview [Last Updated On: August 17th, 2012] [Originally Added On: August 17th, 2012]
- 010 Research and Markets: Personalized Medicine - A Global Market Overview [Last Updated On: August 17th, 2012] [Originally Added On: August 17th, 2012]
- 011 Companion Diagnostics and Personalized Medicine Market Report 2012: Twease.org [Last Updated On: August 24th, 2012] [Originally Added On: August 24th, 2012]
- 012 Timothy J. Triche, MD PhD DBRM Retreat 2012 Genomics and Stem Cell Research - Video [Last Updated On: November 1st, 2012] [Originally Added On: November 1st, 2012]
- 013 Keynote Speaker: Daniel Kraft • Presented by SPEAK Inc. - Video [Last Updated On: November 8th, 2012] [Originally Added On: November 8th, 2012]
- 014 GNS Healthcare, Dana-Farber and Mount Sinai Collaborate to Build Computer Model of Multiple Myeloma [Last Updated On: November 9th, 2012] [Originally Added On: November 9th, 2012]
- 015 Nina Tandon: Could tissue engineering mean personalized medicine? - Video [Last Updated On: December 7th, 2012] [Originally Added On: December 7th, 2012]
- 016 Pastor Chui Adult Stem Cell Breakthroughs Continue - Video [Last Updated On: December 19th, 2012] [Originally Added On: December 19th, 2012]
- 017 Spotlight on Genomics: Understanding Our Genes - A Step to Personalized Medicine - Video [Last Updated On: June 2nd, 2013] [Originally Added On: June 2nd, 2013]
- 018 STEM CELLS Groundbreaking Discovery. The FUTURE of Personalized Medicine ? - Video [Last Updated On: February 2nd, 2014] [Originally Added On: February 2nd, 2014]
- 019 Personalized Medicine Bulletin Personalized Medicine ... [Last Updated On: May 19th, 2015] [Originally Added On: May 19th, 2015]
- 020 Personalized Medicine - Articles [Last Updated On: May 19th, 2015] [Originally Added On: May 19th, 2015]
- 021 Personalized Medicine [Last Updated On: May 19th, 2015] [Originally Added On: May 19th, 2015]
- 022 Personalized Medicine Coalition precision medicine [Last Updated On: May 19th, 2015] [Originally Added On: May 19th, 2015]
- 023 Personalized medicine and pharmacogenomics - Mayo Clinic [Last Updated On: May 21st, 2015] [Originally Added On: May 21st, 2015]
- 024 Personalized Medicine - Food and Drug Administration [Last Updated On: May 21st, 2015] [Originally Added On: May 21st, 2015]
- 025 Personalized Medicine - Information and Resources [Last Updated On: May 21st, 2015] [Originally Added On: May 21st, 2015]
- 026 Personalized Medicine and its Impact in the Clinic [Last Updated On: May 31st, 2015] [Originally Added On: May 31st, 2015]
- 027 The Koch Institute: Personalized Medicine - David ... [Last Updated On: May 31st, 2015] [Originally Added On: May 31st, 2015]
- 028 Personalized medicine could mean big business for D.C ... [Last Updated On: June 1st, 2015] [Originally Added On: June 1st, 2015]
- 029 How An Integrated Data Approach will Impact Personalized ... [Last Updated On: June 12th, 2015] [Originally Added On: June 12th, 2015]
- 030 Conquering Cancer: Personalized Medicine Is the Future ... [Last Updated On: June 20th, 2015] [Originally Added On: June 20th, 2015]
- 031 The Promise of Personalized Medicine - Vanderbilt Magazine [Last Updated On: June 27th, 2015] [Originally Added On: June 27th, 2015]
- 032 Personalized Medicine, Targeted Therapeutics and Companion ... [Last Updated On: June 28th, 2015] [Originally Added On: June 28th, 2015]
- 033 Pharmacogenomic Testing Services | Personalized Medicine ... [Last Updated On: August 1st, 2015] [Originally Added On: August 1st, 2015]
- 034 Personalized Medicine and Cancer Companion Diagnostics [Last Updated On: August 5th, 2015] [Originally Added On: August 5th, 2015]
- 035 Enthusiasm for personalized medicine is premature ... [Last Updated On: August 9th, 2015] [Originally Added On: August 9th, 2015]
- 036 Personalized Medicine Conferences | Europe | Worldwide ... [Last Updated On: September 5th, 2015] [Originally Added On: September 5th, 2015]
- 037 Personalized Medicine News -- ScienceDaily [Last Updated On: September 10th, 2015] [Originally Added On: September 10th, 2015]
- 038 Welcome to the Indiana Institute for Personalized Medicine [Last Updated On: October 7th, 2015] [Originally Added On: October 7th, 2015]
- 039 Personalized medicine - ScienceDaily [Last Updated On: October 9th, 2015] [Originally Added On: October 9th, 2015]
- 040 Center for Personalized Medicine | Roswell Park Cancer ... [Last Updated On: October 20th, 2015] [Originally Added On: October 20th, 2015]
- 041 Icahn School of Medicine at Mount Sinai - New York City ... [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 042 Clinical Pharmacology & Therapeutics - Wiley Online Library [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 043 Perelman School of Medicine at the University of Pennsylvania [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 044 Personalized medicine: The way forward? - Medical News Today [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 045 Medicine - Wikipedia, the free encyclopedia [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 046 University of Maryland School of Medicine [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 047 Personalized medicine - Bio-Medicine - latest biology and ... [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 048 Personalized Medicine | Labcyte Inc. [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 049 Patent Docs: Personalized Medicine [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 050 Personalized Medicine SFSU [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 051 NIHSeniorHealth: Taking Medicines - Personalized Medicines [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 052 What Is Personalized Cancer Medicine? | Cancer.Net [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 053 Personalized Medicine | Breast Cancer New York & LA [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 054 Precision Medicine - Food and Drug Administration [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 055 Personalized Medicine Conference | Medical Events | 2016 ... [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 056 Personalized Medicine: How the Human Genome Era Will Usher ... [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 057 Personalized Medicine: Redefining Cancer and Its Treatment [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 058 Personalized medicine: Precise genomic solutions for disease [Last Updated On: August 4th, 2016] [Originally Added On: August 4th, 2016]
- 059 Genome | What Is Personalized Medicine [Last Updated On: August 28th, 2016] [Originally Added On: August 28th, 2016]
- 060 Worlds Leading Genomics Conference | Global Meetings ... [Last Updated On: August 31st, 2016] [Originally Added On: August 31st, 2016]
- 061 Worlds Leading Biomarkers Congress | CPD Points ... [Last Updated On: September 19th, 2016] [Originally Added On: September 19th, 2016]
- 062 Personalized Medicine - Swedish Medical Center [Last Updated On: November 29th, 2016] [Originally Added On: November 29th, 2016]
- 063 What Is Personalized Medicine? [Last Updated On: November 30th, 2016] [Originally Added On: November 30th, 2016]
- 064 We Just Got Two Steps Closer to Personalized Cancer Vaccines ... - Mental Floss [Last Updated On: July 5th, 2017] [Originally Added On: July 5th, 2017]
- 065 Personalized Medicine Summit Personalized Medicine ... [Last Updated On: July 5th, 2017] [Originally Added On: July 5th, 2017]
- 066 CURE Pharmaceutical & Therapix Biosciences Signs MOU with Israel's Assuta Medical Center to Develop First-in ... - New Cannabis Ventures (blog) [Last Updated On: July 12th, 2017] [Originally Added On: July 12th, 2017]
- 067 Personalized Medicine Extending to Supportive Needs of Brain Tumor Patients/Caregivers - PR Newswire (press release) [Last Updated On: July 12th, 2017] [Originally Added On: July 12th, 2017]
- 068 Targeted therapy and personalized medicine in hepatocellular ... - Dove Medical Press [Last Updated On: July 12th, 2017] [Originally Added On: July 12th, 2017]
- 069 Growing Demand for Personalized Medicine Driving Therapeutic Drug Monitoring Market - Digital Journal [Last Updated On: August 2nd, 2017] [Originally Added On: August 2nd, 2017]
- 070 MedStar Health Collaborates With Indivumed to Advance Precision Oncology Research - Markets Insider [Last Updated On: August 2nd, 2017] [Originally Added On: August 2nd, 2017]
- 071 Biomedical informatics gets a boost with $2.5 million grant - UB News Center [Last Updated On: August 5th, 2017] [Originally Added On: August 5th, 2017]
- 072 Medicine Is Getting More Precise For White People - FiveThirtyEight [Last Updated On: August 5th, 2017] [Originally Added On: August 5th, 2017]
- 073 Ben-Gurion University scholars uncover the secret to personalized medicine - The Jerusalem Post [Last Updated On: August 5th, 2017] [Originally Added On: August 5th, 2017]
- 074 A Cancer Conundrum: Too Many Drug Trials, Too Few Patients - New York Times [Last Updated On: August 14th, 2017] [Originally Added On: August 14th, 2017]
- 075 PRODIGE: PRediction models in prOstate cancer for personalized meDIcine challenGE. - UroToday [Last Updated On: August 14th, 2017] [Originally Added On: August 14th, 2017]
- 076 Biovista expands Project Prodigy collaborations in personalized medicine - Markets Insider [Last Updated On: August 14th, 2017] [Originally Added On: August 14th, 2017]
- 077 Computing cancer - Pamplin Media Group [Last Updated On: August 17th, 2017] [Originally Added On: August 17th, 2017]
- 078 NIH gives nod to Vibrent Health for precision medicine work - Healthcare IT News [Last Updated On: August 17th, 2017] [Originally Added On: August 17th, 2017]
- 079 Global Research Antibodies Market 2017-2022 - Increasing Demand for Personalized Medicine and Protein ... - PR Newswire (press release) [Last Updated On: August 17th, 2017] [Originally Added On: August 17th, 2017]
- 080 The Entire Medical Industry Is About To Change - ValueWalk [Last Updated On: August 19th, 2017] [Originally Added On: August 19th, 2017]