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conflict. In this regard, these researchers have discussed how AI can be used to predict and manage conflicts, as well as how it may alter the nature of diplomacy and international negotiations. This work involved analyzing data and predicting potential conflicts using machine learning algorithms. Marwala and Bhaso
Ndzendze have investigated how AI can be utilized in international relations decision-making procedures. He has discussed the potential for artificial intelligence to enhance decision-making by providing more precise forecasts and analyses.
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25:
597:. He was a member of the World Health Organization (WHO) committee that developed the ethical guidelines of using artificial intelligence in medicine. Furthermore, he was a member of the committee that developed the international accord on open data for the International Council for Science (ICSU) in Paris. Institute of Future Studies, with
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theory to study the transition of the economy into automated production and identified an equilibrium point (Lewis turning point) where it does not make economic sense to move human labor to automated machines. Tshilidzi
Marwala and Evan Hurwitz, in their book, observed that the advent of intelligent
510:
As Vice-Chancellor, Marwala developed and implemented the fourth industrial revolution (4IR) strategy. To move the fourth industrial revolution, Marwala introduced a compulsory artificial intelligence course and an Africa
Insights course for all students, irrespective of their majors. Furthermore, he
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depends on how much artificial intelligence is used to make a decision. He also observed that the more artificial intelligence is used for decision-making, the more efficient the markets become. For example, if artificially intelligent machines make all decisions, the markets will be fully rational.
532:
Under his leadership, the
University of Johannesburg increased its endowment from US$ 61 million to US$ 200 million from 2018 to 2022. During his tenure, the University of Johannesburg purchased and financed two additional campuses, Devland Campus (US$ 10million) and Media 24 Park (US$ 20 million),
730:
curves to be produced. They observed that these reduce the degree of arbitrage in the market, permitting individualized pricing for the same product and bringing fairness and efficiency into the market. Furthermore, with Evan
Hurwitz in their book, they observed that decision-making and predicting
614:
serving as Chair). This committee developed the country’s fourth industrial revolution strategy. Continentally, Marwala is the Chair of the
International Scientific Advisory Board for the African Centre of Excellence in the Internet of Things (ACE-IoT) based in Rwanda. The government of Namibia
776:
Tshilidzi
Marwala has contributed to the application of artificial intelligence in political science, international relations, and interstate conflict. With Monica Lagazio, he has studied the effects of artificial intelligence on international relations, including the possibility of interstate
519:
Under his leadership, the
University of Johannesburg was ranked first in Africa in the 2021 Times Higher Education (THE) University Impact Rankings on Sustainable Development Goals (SDGs) and first globally for Decent Work and Economic Growth (SDG 8). In the 2023 Times Higher Education Impact
813:. In 2022, Marwala was awarded the IT Personality of the Year Award in South Africa for his work on the fourth Industrial Revolution, and in 2020 the Science-for-Society Gold Medal from the Academy of Science of South Africa. Marwala has received honorary doctorates from the
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between two artificial intelligent agents than between two human agents and that the more artificial intelligence there is in the market, the less the volume of trades in the market. Tshilidzi
Marwala and Evan Hurwitz in their book applied
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Ranking, it was ranked first in Africa and globally for SDG 1 (no poverty). From 2018 to 2022, the
University of Johannesburg increased research output from sixth position to position first in South Africa. Furthermore, according to the
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Marwala's research interests include the theory and application of artificial intelligence to engineering, computer science, finance, economics, social science and medicine. Marwala and Israeli researcher Daniel Muller studied the
609:
Marwala has served globally and nationally on policymaking bodies. Most recently, he was the Deputy Chair of South Africa’s Presidential Commission on the Fourth Industrial Revolution (with the President of South Africa
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Marwala has applied artificial intelligence in aeronautical engineering and an example of this is his work on using AI to detect faults in aerospace structures, which he published papers in journals of
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Marwala has worked on the application of artificial intelligence to health care. For example, he has used AI to diagnose pulmonary embolism and epileptic activity as well as understand HIV and
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One of the books he co-authored on modelling interstate conflict has been translated into Chinese by the National Defense Industry Press. His work and opinion have appeared in media such as
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and completed the Soweto Residence Complex (US$ 30million). Furthermore, the University of Johannesburg increased electricity consumption from solar energy from 0% to 15% from 2018 to 2022.
1272:
747:, Marwala has also brought to the attention the difficulty of taxing robots given the fact that a great deal of the devices that we use have robotics features. He developed the concept of
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As the Rector of the United Nations University, Marwala has secured $ 65 million to establish the Institute for Artificial Intelligence and Big Data in
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Nadim Mohamed; David Rubin; Tshilidzi Marwala (2006). "Detection of epileptiform activity in human EEG signals using Bayesian neural networks".
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introduced Africa by Bus Project, where thousands of students travel by bus to various African countries to understand the African continent.
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techniques reduce the biases and variances of the errors on decision making and thus make decisions in a closer manner to the conclusions of
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Scurrell, Simon; Marwala, Tshilidzi; Rubin, David (2007). "Automatic Detection of Pulmonary Embolism using Computational Intelligence".
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524:(QS) ranking, UJ increased from being number 5 in Africa in 2021 (announced in 2020) to number 2 in Africa in 2023 (announced in 2022).
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2003:
955:"UN Secretary-General Creates Scientific Advisory Board for Independent Advice on Breakthroughs in Science and Technology | UN Press"
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Marwala has been Rector of the United Nations University and UN Under-Secretary-General since 1 March 2023. Marwala was previously a
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online buying platforms such as Amazon and technologies such as flexible manufacturing offers the opportunity for individualized
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2429:"Artificial Intelligence can Reduce Information Asymmetry : Networks Course blog for INFO 2040/CS 2850/Econ 2040/SOC 2090"
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Muller, Daniel (25 November 2018). "Economics of Human-AI Ecosystem: Value Bias and Lost Utility in Multi-Dimensional Gaps".
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Tshilidzi Marwala; Sibusiso Sibisi (2005). "Finite element model updating using Bayesian framework and modal properties".
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1287:"Day 1 highlights - 2021 Commonwealth Science Conference: Science for a resilient future | Royal Society"
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using the concept of the relative net utility. Marwala and Bo Xing have also studied the relationship between
786:
404:. He was previously the deputy vice chancellor for research and internationalization as well as the dean of
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1172:"On Jacob Zuma, Iraq, Croatia, home ownership, Somali pirates, education, Greece, Machiavelli, economics"
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Marwala, Tshilidzi; Hurwitz, Evan (2015). "Artificial Intelligence and Asymmetric Information Theory".
639:
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1025:"Prof. Tshilidzi Marwala Begins Term as United Nations University Rector | United Nations University"
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Tshilidzi Marwala (2002). "Finite element model updating using wavelet data and genetic algorithm".
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Muller, Daniel; Marwala, Tshilidzi (2019). "Relative Net Utility and the Saint Petersburg Paradox".
1981:
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Tshilidzi Marwala (2003). "Fault classification using pseudo modal energies and neural networks".
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805:. In high school he won the National Youth Science Olympiad and represented South Africa in the
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may contain an excessive amount of intricate detail that may interest only a particular audience
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Marwala, Tshilidzi (1 July 2015). "Impact of Artificial Intelligence on Economic Theory".
8:
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and artificial intelligence. With Evan Hurwitz, Marwala built software agents that can
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2365:"Patent US20080296504 – Method and Apparatus for Radiation Imaging – Google Patents"
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the Institute for Global African Affairs and Institute of Intelligent Systems.
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the Institute for Global African Affairs and Institute of Intelligent Systems.
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Marwala, Tshilidzi; Xing, Bo (2015). "Blockchain and Artificial Intelligence".
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704:. He was a co-inventor of the innovative methods of radiation imaging and with
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B.B. Leke; T. Marwala (2006). "Autoencoder networks for HIV classification".
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Artificial Intelligence and Emerging Technologies in International Relations
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545:, UJ Press, Johannesburg Business School, Institute of Future Studies, with
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any relevant information, and removing excessive detail that may be against
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405:
2764:"Minister Pandor commends Scifest for making science acessible [
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Merali, Zeeya (2 June 2007). "Software learns when it pays to deceive".
2030:"New appointment for former Visiting Fellow | Wolfson College Cambridge"
324:, a mechanical engineer and a university administrator. He is currently
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2837:"UJ's Prof Marwala awarded honorary doctorate from Caucasus University"
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American Institute of Aeronautics and Astronautics Journal of Aircraft
2194:
American Institute of Aeronautics and Astronautics Journal of Aircraft
3188:
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Marwala, Tshilidzi; Hurwitz, Evan (7 May 2007). "Learning to bluff".
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Under-Secretary-General. In August 2023 Marwala was appointed to the
113:
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2055:"Visiting Scholars Program | Center for Studies in Higher Education"
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1265:"Scholar Talk: Artificial Intelligence with Prof. Tshildzi Marwala"
1147:"TIME | Current & Breaking News | National & World Updates"
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Artificial Intelligence and Economic Theory: Skynet in the Market
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429:
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2307:"Bayesian inference of COVID-19 spreading rates in South Africa"
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561:. This Institute will be located at the supercomputing facility
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Marwala, Tshilidzi (2018). "On Robot Revolution and Taxation".
1218:
University of Johannesburg official Youtube (16 January 2018),
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Militarized Conflict Modeling Using Computational Intelligence
1323:"Development in the Data Economy | Berkman Klein Center"
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appointed him on the Fourth Industrial Revolution Task Team.
574:
2737:
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Artificial Intelligence and International Relations Theories
2387:"Patent US20110190881 – Artificial Larynx – Google Patents"
594:
2159:
American Institute of Aeronautics and Astronautics Journal
2793:"UJ's Prof Marwala wins IT Personality of the Year Award"
1221:
UJ Vice-Chancellor speaks on AI on CNN Marketplace Africa
586:
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and a Bachelor of Science in mechanical engineering from
1247:"BBC World Service - Business Daily, The education scam"
923:"UN Secretary-General Creates Scientific Advisory Board"
711:
2004:"South African Fellowship Program certificates awarded"
333:
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theory than human decision-makers. In his response to
657:
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Marwala and Evan Hurwitz proposed that there is less
3303:
Fellows of the American Academy of Arts and Sciences
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422:
Imperial College of Science, Technology and Medicine
2304:
2285:
16:
South African engineer and university administrator
3343:Vice-chancellors of the University of Johannesburg
763:. Marwala also observed that the applicability of
686:American Institute of Aeronautics and Astronautics
2269:Neural Information Processing-Letters and Reviews
2218:
2156:
679:Artificial intelligence and aerospace engineering
501:Vice-Chancellor of the University of Johannesburg
3279:
1072:"鍩轰簬璁$畻鏅鸿兘鐨勫啗浜嬪啿绐佸缓妯?-中国图书网,图书,书店,网上书店,特价书,特价图书"
233:Dr Jabulile Vuyiswa Manana (m. 2000, 3 children)
3298:Under-Secretaries-General of the United Nations
898:"Tshilidzi Marwala | United Nations University"
879: – Tunisian professor of Rural Engineering
505:
475:Berkman Klein Center for Internet & Society
2457:
2406:
2120:
708:as well as David Rubin the artificial larynx.
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772:Artificial Intelligence and Political Science
1616:
1614:
696:Artificial intelligence and medical sciences
2099:
1096:Marwala, Tshilidzi; 马瓦拉 (5 November 2023).
343:
3373:Fellows of the African Academy of Sciences
3338:Alumni of St John's College (Johannesburg)
2933:
2919:
2608:Bhaso Ndzendze; Tshilidzi Marwala (2023).
2579:Bhaso Ndzendze; Tshilidzi Marwala (2021).
2550:Tshilidzi Marwala; Monica Lagazio (2011).
2458:Marwala, Tshilidzi; Hurwitz, Evan (2017).
1095:
867: – Particle physicist in South Africa
481:. In 2016 Tshilidzi Marwala delivered the
178:1 January 2018 – 28 February 2023
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2105:
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1122:"Software learns when it pays to deceive"
543:Johannesburg Institute for Advanced Study
164:2nd Vice-Chancellor and Principal of the
137:Sawako Shirahase, Senior Vice-Rector, UNU
66:Learn how and when to remove this message
3313:People from Thulamela Local Municipality
1003:"Case Western Reserve University Alumni"
873: – Malian climatologist (born 1950)
807:London International Youth Science Forum
2940:
2528:
2486:
2453:
2451:
2449:
1734:Marwala, Tshilidzi (27 November 2021).
1733:
316:(born 28 July 1971) is a South African
3333:Science and technology in South Africa
3323:Case Western Reserve University alumni
3318:Alumni of St John's College, Cambridge
3280:
2507:
2141:
1365:
1347:from the original on 19 December 2021.
1311:from the original on 19 December 2021.
1205:"UJ grabs AI spotlight in CNN feature"
634:Marwala has been a visiting fellow at
2914:
2667:American Academy of Arts and Sciences
1228:from the original on 19 December 2021
791:American Academy of Arts and Sciences
712:Artificial intelligence and economics
646:. He is an honorary professor at the
627:(2019-2023), and is a trustee of the
623:Marwala is on the corporate board of
2446:
981:"University of Cambridge PhD Thesis"
780:
360:in artificial intelligence from the
18:
751:, proposing the theory of rational
658:Academic contributions and research
654:in The People's Republic of China.
618:
565:. Marwala has also worked with the
420:. He was a post-doctoral fellow at
13:
2761:
2742:Academy of Science of South Africa
803:Academy of Science of South Africa
644:University of California, Berkeley
14:
3384:
3363:South African computer scientists
2899:
731:machines that are executed using
552:
839:
827:Tshwane University of Technology
424:. He served as a trustee of the
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23:
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1029:UNU | United Nations University
902:UNU | United Nations University
418:University of the Witwatersrand
366:Case Western Reserve University
248:Case Western Reserve University
2738:"ASAf Fellows in South Africa"
2305:R. Mbuvha; T. Marwala (2020).
1089:
1064:
1042:
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995:
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915:
890:
604:
527:
483:Bernard Price Memorial Lecture
1:
3328:University of Pretoria alumni
2713:"AAS Fellows in South Africa"
883:
809:. He is the recipient of the
787:The World Academy of Sciences
536:
461:. He has also given talks at
340:scientific advisory council.
2332:10.1371/journal.pone.0237126
675:on playing a game of poker.
506:Fourth Industrial Revolution
48:Knowledge's inclusion policy
7:
2717:African Academy of Sciences
2692:Chinese Academy of Sciences
2585:World Scientific Publishing
1377:YouTube Space Lab Resources
935:. United Nations University
832:
799:African Academy of Sciences
795:Chinese Academy of Sciences
759:and the theory of flexibly
541:Marwala established of the
514:
274:efficient market hypothesis
10:
3389:
640:Wolfson College, Cambridge
410:University of Johannesburg
402:University of Johannesburg
166:University of Johannesburg
3207:
3044:
2976:
2948:
1982:"NelsonMandelaFoundation"
932:United Nations University
692:and Journal of Aircraft.
629:Nelson Mandela Foundation
599:University of West Indies
569:through agencies such as
547:University of West Indies
426:Nelson Mandela Foundation
387:
372:. He attended school at
330:United Nations University
307:
287:
253:
237:
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105:United Nations University
102:
98:
89:
82:
3358:South African scientists
3194:Aboubaker Ebrahim Dangor
1098:基于计算智能的军事冲突建模 – 图书 – 亚马逊
652:Central South University
356:Province. He obtained a
344:Early life and education
258:Rational counterfactuals
3353:South African inventors
3348:South African engineers
3257:Quarraisha Abdool Karim
785:Marwala is a member of
753:counterfactual thinking
733:artificial intelligence
648:Nanjing Tech University
374:Mbilwi Secondary School
362:University of Cambridge
318:artificial intelligence
282:finite element updating
244:University of Cambridge
3368:21st-century inventors
2881:"honorary doctorate f"
2859:"honorary doctorate f"
2768:] to young people"
877:Mohamed Thameur Chaibi
665:St. Petersburg paradox
493:he was a judge of the
485:in South Africa. With
414:electrical engineering
262:St. Petersburg paradox
215:Letlhokwa George Mpedi
191:Phumzile Mlambo-Ngcuka
3252:Patience Mthunzi-Kufa
2059:www.cshe.berkeley.edu
2034:www.wolfson.cam.ac.uk
749:pseudo-modal energies
741:rational expectations
718:information asymmetry
270:information asymmetry
3174:Fulufhelo Nelwamondo
3164:Hendrik Simon Schaaf
1752:10.18356/d94175df-en
1329:. 11 September 2019.
522:Quacquarelli Symonds
368:, graduating with a
348:Marwala was born at
3199:Vhahangwele Masindi
3124:Douglas Butterworth
3109:Hendrik J. Koornhof
2942:Order of Mapungubwe
2688:"Marwala Tshilidzi"
2663:"Marwala Tshilidzi"
2638:"Marwala Tshilidzi"
2323:2020PLoSO..1537126M
2171:2003AIAAJ..41...82M
1275:on 3 December 2019.
823:University of Venda
815:Caucasus University
811:Order of Mapungubwe
761:bounded rationality
723:Lewis turning point
412:and a professor of
278:Lewis turning point
266:bounded rationality
3154:Malegapuru Makgoba
2614:Palgrave Macmillan
1805:. 27 November 2021
1783:. 27 November 2021
1740:The UNESCO Courier
1715:. 27 November 2021
1207:. 15 January 2018.
1076:www.bookschina.com
852:Tshilidzi Marwala
849:has a profile for
706:Megan Jill Russell
636:Harvard University
428:and on a board of
378:St. John's College
322:computer scientist
301:/tshilidzi-marwala
103:7th Rector of the
3275:
3274:
3227:Tshilidzi Marwala
3119:Johann Lutjeharms
2815:"Asaf Gold medal"
2594:978-981-123-454-5
2565:978-0-85729-789-1
2473:978-3-319-66104-9
2433:blogs.cornell.edu
1327:cyber.harvard.edu
1305:"Is AI dangerous"
855:
781:Awards and honors
728:supply and demand
495:YouTube Space Lab
314:Tshilidzi Marwala
311:
310:
299:/about-government
142:Secretary-General
84:Tshilidzi Marwala
76:
75:
68:
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3267:Thokozani Majozi
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1291:royalsociety.org
1283:
1277:
1276:
1271:. Archived from
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821:in Georgia, the
757:opportunity cost
737:machine learning
619:Other activities
303:
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225:Personal details
211:
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146:António Guterres
126:
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19:
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3237:Tebello Nyokong
3208:
3203:
3179:Siyabulela Xuza
3139:Bernie Fanaroff
3104:Pragasen Pillay
3084:Valerie Mizrahi
3079:Sibusiso Sibisi
3069:Patricia Berjak
3045:
3040:
3031:Zwelakhe Sisulu
2996:Basil Schonland
2977:
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2897:
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2883:. 28 March 2024
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2861:. 1 August 2022
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2839:. 1 August 2022
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2367:. 30 March 2004
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2317:(8): e0237126.
2303:
2299:
2288:Current Science
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2013:
2011:
2008:Harvard Gazette
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1984:. 20 March 2023
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1962:. 20 April 2022
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1646:. 27 April 2022
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1620:
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1448:
1446:
1445:. 27 April 2022
1443:"Africa by Bus"
1441:
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1436:
1426:
1424:
1423:. 27 April 2022
1419:
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1178:. 14 May 2009.
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962:
961:. 3 August 2023
953:
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844:
840:
835:
783:
774:
765:prospect theory
714:
698:
681:
660:
650:as well as the
621:
612:Cyril Ramaphosa
607:
555:
539:
530:
517:
508:
503:
487:Stephen Hawking
471:Cambridge Union
394:vice-chancellor
390:
370:Magna Cum Laude
352:Village in the
346:
291:
246:
209:
197:
189:
187:Njabulo Ndebele
177:
172:
158:David M. Malone
152:
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85:
72:
61:
55:
52:
38:Please help by
37:
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17:
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11:
5:
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3249:
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3242:Himla Soodyall
3239:
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3217:Peter Beighton
3213:
3211:
3205:
3204:
3202:
3201:
3196:
3191:
3186:
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3159:Ismail Mohamed
3156:
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3146:
3141:
3136:
3131:
3126:
3121:
3116:
3114:Bongani Mayosi
3111:
3106:
3101:
3096:
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3089:Wieland Gevers
3086:
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3076:
3071:
3066:
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3056:
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3041:
3039:
3038:
3033:
3028:
3026:Mangena Mokone
3023:
3018:
3013:
3008:
3003:
3001:Sydney Brenner
2998:
2993:
2991:F. W. de Klerk
2988:
2982:
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2968:Albert Luthuli
2965:
2960:
2958:Nelson Mandela
2954:
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2901:
2900:External links
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2828:
2806:
2784:
2772:www.dst.gov.za
2754:
2729:
2704:
2679:
2654:
2629:
2623:978-9811948763
2622:
2600:
2593:
2571:
2564:
2554:. Heidelberg:
2542:
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2500:
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2445:
2420:
2399:
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2278:
2259:
2238:
2233:10.2514/2.2971
2227:(4): 709–711.
2211:
2200:(1): 275–278.
2184:
2179:10.2514/2.1916
2149:
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2113:
2092:
2071:
2046:
2021:
1995:
1973:
1960:"NedbankBoard"
1951:
1929:
1907:
1885:
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1816:
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1772:
1726:
1701:
1690:. 27 June 2023
1679:
1668:. 27 June 2023
1657:
1635:
1610:
1588:
1575:"Solar Energy"
1566:
1544:
1533:. 10 July 2022
1522:
1500:
1478:
1456:
1434:
1412:
1401:. 14 July 2023
1390:
1379:. Google Sites
1364:
1350:
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1314:
1296:
1278:
1256:
1238:
1210:
1196:
1163:
1138:
1113:
1107:978-7118105285
1106:
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1005:. 3 March 2023
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3293:Living people
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3247:Monique Zaahl
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3021:Doris Lessing
3019:
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3016:Frank Nabarro
3014:
3012:
3009:
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3006:J. M. Coetzee
3004:
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2999:
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2986:Allan Cormack
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2658:
2643:
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2633:
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2596:
2590:
2586:
2583:. Singapore:
2582:
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2145:
2144:New Scientist
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2103:
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2056:
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2010:. 7 June 2007
2009:
2005:
1999:
1983:
1977:
1961:
1955:
1939:
1933:
1917:
1911:
1895:
1889:
1873:
1872:"AI and Data"
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1598:
1592:
1576:
1570:
1554:
1553:"Fundraising"
1548:
1532:
1526:
1511:. 27 May 2023
1510:
1504:
1489:. 27 May 2023
1488:
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1467:. 1 June 2023
1466:
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1200:
1185:
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1177:
1176:The Economist
1173:
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1142:
1127:
1126:New Scientist
1123:
1117:
1109:
1103:
1099:
1092:
1077:
1073:
1067:
1052:. 13 May 2019
1051:
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998:
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865:Simon Connell
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