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In 2020, HALO AI entered and placed as a 2nd-Round Finalist in the Pandemic Response X-Prize, as the sole quantum competitor, and the only competitor that did not use healthcare data as a key variable in its algorithm.
The HALO model was generated via algorithms created by HALO AI, and implemented on the D-Wave Quantum Computing Platform.


Utilizing D-Wave, HALO was able to generate a predictive model of Covid transmission sufficiently accurate to progress beyond the elimination round, and to achieve superior results relative to most models submitted utilizing classical computing. This model is an example of hybrid-quantum computing, where an AI utilizing one variety of quantum inputs - the environmental pattern sampling of AEM, HALO's MTJ-TRNG array - creates an algorithm that is run on a D-Wave quantum computer. The team believes that this is a truly novel example of a new, practical use of MTJ - TRNG technology.

(Magnetoresistive Tunnel Junction - True Random Number Generator)

 

 

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H.A.L.O. QI - Predicted Weekly New COVID-19 Cases By Country

Effects of Non-Pharmaceutical Interventions (NPIs) on Global New COVID-19 Cases Per 30 Days
Oxford Government Response Tracker Database
235 Global Regions with 14 Specialty Regions

Control

vs

Blockchain

AI-Predicted Daily New COVID-19 Cases By Country

Country
Region
Date
Predicted Daily New Cases
Daily New Cases Pre-H.A.L.O.
Words
Sudan
all
02/06/2021
1242.70687
1252.230011
mares
Sudan
all
02/07/2021
719.4373963
726.1714064
umbrella
Sudan
all
02/08/2021
1134.768225
1147.321839
vexingly
Sudan
all
02/09/2021
1153.131896
1167.858627
gloomiest
Sudan
all
02/10/2021
992.4285982
1006.80414
gourley
Sudan
all
02/11/2021
1009.418927
1022.159166
beni
Sudan
all
02/12/2021
822.5158508
831.3696911
humour
Sudan
all
02/13/2021
1378.802437
1391.093246
humbling
Sudan
all
02/14/2021
861.4230498
867.5138788
page-turning
Sudan
all
02/15/2021
1284.547144
1291.270366
blithely
Sudan
all
02/16/2021
1309.92677
1314.385599
sandor
Sudan
all
02/17/2021
1154.121343
1155.945409
phyla
Sudan
all
02/18/2021
1174.259601
1173.982121
lazily
Sudan
all
02/19/2021
987.9369262
985.9151089
contestations
Sudan
all
02/20/2021
1554.424381
1548.439593
scrutinizes
Sudan
all
02/21/2021
1033.438296
1027.602145
unsterilized
Sudan
all
02/22/2021
1465.138026
1454.240339
kaylon
Sudan
all
02/23/2021
1493.978065
1480.20025
wusa
Sudan
all
02/24/2021
1339.376442
1324.643206
great-great-grandmother
Sudan
all
02/25/2021
1363.044662
1345.636483
remuneration
Sudan
all
02/26/2021
1177.68861
1160.568935
yonan
Sudan
all
02/27/2021
1754.773657
1726.178731
brugada
Sri Lanka
all
05/19/2021
1032.466504
1022.360409
thirty-fifth
Sri Lanka
all
05/20/2021
1078.780643
1072.080758
keyless
Sri Lanka
all
05/21/2021
981.1391649
978.5813648
sarunas
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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