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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
02/11/2021
956.2401707
871.403878
marie
Sri Lanka
all
02/12/2021
856.6245501
781.7005795
quirky
Sri Lanka
all
02/13/2021
868.4492745
793.5834639
blower
Sri Lanka
all
02/14/2021
875.5865151
801.2098475
deletion
Sri Lanka
all
02/15/2021
881.0555645
807.3287175
editor-in-chief
Sri Lanka
all
02/16/2021
871.8185158
799.9703843
qa
Sri Lanka
all
02/17/2021
916.8724744
842.4774905
flourishing
Sri Lanka
all
02/18/2021
973.3539327
895.6174443
camisole
Sri Lanka
all
02/19/2021
874.4907767
805.7683613
policy-maker
Sri Lanka
all
02/20/2021
886.019859
817.5277327
clarin
Sri Lanka
all
02/21/2021
892.9007307
825.0250175
directive
Sri Lanka
all
02/22/2021
898.1256303
831.0110055
dnr
Sri Lanka
all
02/23/2021
888.7834886
823.5164042
jeanette
Sri Lanka
all
02/24/2021
933.2058061
865.8868594
sandow
Sri Lanka
all
02/25/2021
988.9285769
918.8760549
corinthians
Sri Lanka
all
02/26/2021
890.8000464
828.8603836
tough-looking
Sri Lanka
all
02/27/2021
902.0138202
840.4741154
candidacy
Sri Lanka
all
02/28/2021
908.6195293
847.8208168
nishiki
Sri Lanka
all
03/01/2021
913.5823923
853.6531503
impending
Sri Lanka
all
03/02/2021
904.1174377
846.001539
armistead
Sri Lanka
all
03/03/2021
947.8883114
888.2125833
gregarious
Sri Lanka
all
03/04/2021
1002.835713
941.0308459
burgundian
Sri Lanka
all
03/05/2021
905.421417
850.8245538
life-threatening
Sri Lanka
all
03/06/2021
916.3036887
862.2729119
withhold
Sri Lanka
all
03/07/2021
922.6159288
869.4471502
domke
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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