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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
02/21/2021
980.8445069
977.3320369
dakar
Tunisia
all
02/22/2021
227.8416517
226.2593687
folks
Tunisia
all
02/23/2021
658.0101455
651.2421022
elephants
Tunisia
all
02/24/2021
764.1855882
753.7894717
gurevitch
Tunisia
all
02/25/2021
850.8930439
836.5124804
faxing
Tunisia
all
02/26/2021
986.8153963
966.9064241
complains
Tunisia
all
02/27/2021
905.2539498
884.0459782
mertens
Tunisia
all
02/28/2021
972.6615325
946.7315409
dada
Tunisia
all
03/01/2021
201.4351929
195.4185967
commons
Tunisia
all
03/02/2021
641.7160506
620.5025952
one-on-one
Tunisia
all
03/03/2021
750.1371505
722.9632566
plantation
Tunisia
all
03/04/2021
838.572126
805.5555345
surah
Tunisia
all
03/05/2021
977.321653
935.7863963
ihome
Tunisia
all
03/06/2021
893.4590138
852.7124135
escondido
Tunisia
all
03/07/2021
962.0697637
915.2249092
transcribe
Tunisia
all
03/08/2021
172.6544
163.7181292
year-old
Tunisia
all
03/09/2021
621.0156768
588.9351733
boo-hoo
Tunisia
all
03/10/2021
728.9306989
691.3484308
socialize
Tunisia
all
03/11/2021
815.8346335
773.8533991
cross/blue
Tunisia
all
03/12/2021
952.9051755
903.965932
abdul
Tunisia
all
03/13/2021
865.0643717
820.723047
dupri
Tunisia
all
03/14/2021
930.721308
883.1077397
oversaturation
Tunisia
all
03/15/2021
138.5255133
131.4527384
sociologically
Tunisia
all
03/16/2021
586.7328925
556.8345136
hi-tech
Tunisia
all
03/17/2021
694.5614431
659.2379894
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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