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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
Sri Lanka
all
04/27/2021
1045.058263
970.0334609
anh
Sri Lanka
all
04/28/2021
1091.055222
1010.26423
tsar
Sri Lanka
all
04/29/2021
1148.619148
1060.984159
unlabeled
Sri Lanka
all
04/30/2021
1045.013171
968.5354861
dwellings
Sri Lanka
all
05/01/2021
1051.621472
977.9554581
windlass
Sri Lanka
all
05/02/2021
1053.539176
983.0625245
obliterated
Sri Lanka
all
05/03/2021
1053.766067
986.6212833
unreasoning
Sri Lanka
all
05/04/2021
1039.581279
976.6648816
canine
Sri Lanka
all
05/05/2021
1078.373746
1016.581836
unregulated
Sri Lanka
all
05/06/2021
1127.949787
1066.973974
disintegration
Sri Lanka
all
05/07/2021
1026.311121
974.1800921
property
Sri Lanka
all
05/08/2021
1032.32785
983.2844868
psalm
Sri Lanka
all
05/09/2021
1033.762126
988.0722375
latterman
Sri Lanka
all
05/10/2021
1033.544934
991.3093975
tuned
Sri Lanka
all
05/11/2021
1019.260556
981.0296643
bdsm
Sri Lanka
all
05/12/2021
1056.689393
1020.626051
blackowned
Sri Lanka
all
05/13/2021
1104.623486
1070.683991
undetected
Sri Lanka
all
05/14/2021
1004.970915
977.5380178
deben
Sri Lanka
all
05/15/2021
1010.413998
986.3205401
farmstand
Sri Lanka
all
05/16/2021
1011.385964
990.7855743
caveat
Sri Lanka
all
05/17/2021
1010.74384
993.6956613
outerwear
Sri Lanka
all
05/18/2021
996.3812585
983.089205
shorthand
Sri Lanka
all
02/08/2021
858.1152804
782.7530686
plugging
Sri Lanka
all
02/09/2021
851.179857
775.5120743
bds
Sri Lanka
all
02/10/2021
899.0186424
818.1343168
poke
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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