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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
Uganda
all
04/27/2021
660.8202854
756.438896
estella
Uganda
all
04/28/2021
851.0474284
980.440493
gobbles
Uganda
all
04/29/2021
619.24422
717.9997593
endframe
Uganda
all
04/30/2021
836.6549126
966.5612222
dissociate
Uganda
all
05/01/2021
737.7755127
849.2462274
hatton
Uganda
all
05/02/2021
605.1959882
694.1247003
dyes
Uganda
all
05/03/2021
706.745498
807.6853737
tied
Uganda
all
05/04/2021
685.236683
780.3026482
non-retina
Uganda
all
05/05/2021
885.1025126
1004.303368
notebook
Uganda
all
05/06/2021
656.1150073
741.8322444
buffoons
Uganda
all
05/07/2021
879.0695273
990.3958935
red-white-and-blue
Uganda
all
05/08/2021
777.6573971
873.0502189
personifies
Uganda
all
05/09/2021
641.7259713
717.9120636
stacy
Uganda
all
05/10/2021
745.8502607
831.4753224
cash-strapped
Uganda
all
05/11/2021
723.8022236
804.0795985
unrecognised
Uganda
all
05/12/2021
928.6602352
1028.069993
was
Uganda
all
05/13/2021
693.9375576
765.5581508
vienna
Uganda
all
05/14/2021
922.4270996
1014.114568
eckhoff
Uganda
all
05/15/2021
818.4703908
896.7271104
schliemann
Uganda
all
05/16/2021
679.1767624
741.5623141
lawgiver
Uganda
all
05/17/2021
785.866785
855.1186598
limelight
Uganda
all
05/18/2021
763.2692998
827.6999678
abidin
Uganda
all
02/08/2021
505.4090309
531.578981
mustachioed
Uganda
all
02/09/2021
478.1903019
503.7943887
siskind
Uganda
all
02/10/2021
689.2431858
727.3677212
keen
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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