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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
01/27/2021
828.0047918
863.4919967
hickson
Tunisia
all
01/28/2021
908.6945465
947.1250499
unattractiveness
Tunisia
all
01/29/2021
1035.372776
1078.574644
theme-park
Tunisia
all
01/30/2021
957.5966012
997.0116934
crannies
Tunisia
all
01/31/2021
1019.428626
1060.812918
psa
Tunisia
all
02/01/2021
298.7618576
310.7216922
groceries
Tunisia
all
02/02/2021
707.6547662
735.5842694
incluso
Tunisia
all
02/03/2021
807.2199675
838.6245959
processional
Tunisia
all
02/04/2021
887.9363538
921.9818388
committed
Tunisia
all
02/05/2021
1014.777495
1053.116248
baddest
Tunisia
all
02/06/2021
936.3219958
971.1712029
taster
Tunisia
all
02/07/2021
998.0502929
1034.637483
chin
Tunisia
all
02/08/2021
274.2803479
284.1815059
slipped
Tunisia
all
02/09/2021
684.7228974
709.0574679
trappings
Tunisia
all
02/10/2021
784.4577034
811.8984418
kazarian
Tunisia
all
02/11/2021
867.8006939
895.0079984
atom
Tunisia
all
02/12/2021
998.157311
1025.855051
coughs
Tunisia
all
02/13/2021
921.2953862
943.5638454
d-pad
Tunisia
all
02/14/2021
986.3912507
1006.728253
fallacy
Tunisia
all
02/15/2021
251.6412104
255.941487
footage-of-ms
Tunisia
all
02/16/2021
671.7312132
680.8563957
emit
Tunisia
all
02/17/2021
775.6940386
783.5318789
longenecker
Trinidad and Tobago
all
05/09/2021
62.89675167
60.71715327
nelly
Trinidad and Tobago
all
05/10/2021
42.57148634
40.86123853
fascinates
Trinidad and Tobago
all
05/11/2021
38.35263695
36.60257764
joann
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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