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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
01/12/2021
760.1765225
739.1009992
aesthetic
Sudan
all
01/13/2021
586.3514289
569.9872548
class-a
Sudan
all
01/14/2021
593.7427966
577.0631556
nom
Sudan
all
01/15/2021
388.8567039
377.8613174
matisse
Sudan
all
01/16/2021
954.4056512
928.9246545
vitruvian
Sudan
all
01/17/2021
407.069472
396.8458198
monegan
Sudan
all
01/18/2021
831.2230735
811.6668404
cracks
Sudan
all
01/19/2021
844.4571982
825.9351439
take-aways
Sudan
all
01/20/2021
672.1845143
658.5155786
osborne
Sudan
all
01/21/2021
680.0698378
667.3312627
shortcomings
Sudan
all
01/22/2021
478.0848396
469.8989776
crook
Sudan
all
01/23/2021
1038.893528
1022.782544
steamship
Sudan
all
01/24/2021
499.4308642
492.4946923
hirschhorn
Sudan
all
01/25/2021
920.4834428
909.1954284
dining
Sudan
all
01/26/2021
935.2728554
925.3283266
stopgap
Sudan
all
01/27/2021
766.6995993
759.8016141
loveless
Sudan
all
01/28/2021
776.2726998
770.562596
infinities
Sudan
all
01/29/2021
578.4097018
575.107467
charming
Sudan
all
01/30/2021
1134.631755
1130.02849
sapperstein
Sudan
all
01/31/2021
603.1877491
601.7404301
hebert
Sudan
all
02/01/2021
1021.29573
1020.543731
brookwood
Sudan
all
02/02/2021
1037.792058
1038.759663
psycho
Sudan
all
02/03/2021
873.0724464
875.3482309
jaunty
Sudan
all
02/04/2021
884.4910221
888.2824095
complexions
Sudan
all
02/05/2021
690.9100507
695.0361916
comb-like
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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