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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
United Arab Emirates
all
02/19/2021
1134.487746
1108.609271
perplexities
United Arab Emirates
all
02/20/2021
1096.471436
1065.539338
koc
United Arab Emirates
all
02/21/2021
1089.247994
1052.702524
lynne
United Arab Emirates
all
02/22/2021
933.3612038
897.1157617
truthful
United Arab Emirates
all
02/23/2021
1170.404733
1118.839089
menchu
United Arab Emirates
all
02/24/2021
1149.470691
1092.886639
blessings
United Arab Emirates
all
02/25/2021
1151.366349
1088.80246
pomo
United Arab Emirates
all
02/26/2021
1120.821085
1054.247934
fogal
United Arab Emirates
all
02/27/2021
1080.349136
1010.773681
brochures
United Arab Emirates
all
02/28/2021
1071.920149
997.5802717
swearing
United Arab Emirates
all
03/01/2021
909.1685766
841.6618035
telephoned
United Arab Emirates
all
03/02/2021
1154.502294
1063.182504
outside
United Arab Emirates
all
03/03/2021
1131.831305
1036.875112
legislate
United Arab Emirates
all
03/04/2021
1132.894977
1032.471123
grappa
United Arab Emirates
all
03/05/2021
1100.319924
997.6137279
farsi
United Arab Emirates
all
03/06/2021
1057.505399
953.8778273
allowable
United Arab Emirates
all
03/07/2021
1047.984604
940.4662379
frans
United Arab Emirates
all
03/08/2021
878.4837996
784.3529229
lurch
United Arab Emirates
all
03/09/2021
1117.915381
1005.801265
monique
United Arab Emirates
all
03/10/2021
1080.067315
979.2762313
leaks
United Arab Emirates
all
03/11/2021
1066.679151
974.6875078
surfs
United Arab Emirates
all
03/12/2021
1020.319752
939.661772
cypher
United Arab Emirates
all
03/13/2021
965.0338205
895.7944282
rabbets
United Arab Emirates
all
03/14/2021
942.9513879
882.2933369
ranchers
United Arab Emirates
all
03/15/2021
769.827266
726.1103204
lifestyles
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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