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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
Tunisia
all
03/18/2021
781.3564364
741.6971314
coloureds
Tunisia
all
03/19/2021
918.2478999
871.7324323
rearview
Tunisia
all
03/20/2021
830.3449894
788.3656426
mccaskey
Tunisia
all
03/21/2021
895.8665655
850.6645078
allergens
Tunisia
all
03/22/2021
104.1486487
98.90414513
reuck
Tunisia
all
03/23/2021
552.2320212
524.4792535
chadha
Tunisia
all
03/24/2021
660.0135568
626.9103839
onwards
Tunisia
all
03/25/2021
746.737853
709.3599388
parekh
Tunisia
all
03/26/2021
883.4921465
839.3576894
midday
Tunisia
all
03/27/2021
795.5713081
755.908773
curie
Tunisia
all
03/28/2021
860.9995612
818.1616189
shipmate
Tunisia
all
03/29/2021
69.80350311
66.33752952
bird
Tunisia
all
03/30/2021
517.7895237
492.1315895
librado
Tunisia
all
03/31/2021
625.5585541
594.6232194
kiyoshi
Tunisia
all
04/01/2021
712.24889
677.098101
co-ordinating
Tunisia
all
04/02/2021
848.9039969
807.0943662
rawk
Tunisia
all
04/03/2021
761.0059489
723.6019303
harrelson
Tunisia
all
04/04/2021
825.8544474
785.8448388
falters
Tunisia
all
04/05/2021
35.69754802
33.99331717
re-order
Tunisia
all
04/06/2021
482.7332202
460.0281968
magdalene
Tunisia
all
04/07/2021
589.9404203
562.6104092
all-state
Tunisia
all
04/08/2021
675.9790713
645.1421895
indebtedness
Tunisia
all
12/30/2020
946.146971
944.2303309
grenache
Tunisia
all
12/31/2020
1027.693724
1028.78076
ewell
Tunisia
all
01/01/2021
1156.55567
1161.367325
hambrick
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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