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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
Slovak Republic
all
03/23/2021
0
0
ejaculated
Slovak Republic
all
03/24/2021
422.25219
410.0908941
grenadine
Slovak Republic
all
03/25/2021
571.567087
555.1353521
seahawks
Slovak Republic
all
03/26/2021
465.9216054
452.5514707
laughing
Slovak Republic
all
03/27/2021
140.0294278
136.0184761
whirring
Slovak Republic
all
03/28/2021
0
0
prying
Slovak Republic
all
03/29/2021
0
0
sin-offering
Slovak Republic
all
03/30/2021
0
0
root
Slovak Republic
all
03/31/2021
381.2736309
370.4326105
sibyl
Slovak Republic
all
04/01/2021
531.4693473
516.3856077
moritz
Slovak Republic
all
04/02/2021
426.7416827
414.6526455
theorist
Slovak Republic
all
04/03/2021
101.8634888
98.98317736
lm
Slovak Republic
all
04/04/2021
0
0
blomley
Slovak Republic
all
04/05/2021
0
0
castigating
Slovak Republic
all
04/06/2021
0
0
bronx
Slovak Republic
all
04/07/2021
348.8045169
334.3255812
exhales
Slovak Republic
all
04/08/2021
503.6709174
481.1253299
multistage
Slovak Republic
all
04/09/2021
399.3516799
380.1856339
gladdened
Slovak Republic
all
04/10/2021
68.84392867
65.31901675
opec
Slovak Republic
all
04/11/2021
0
0
motorcar
Slovak Republic
all
04/12/2021
0
0
emperor
Slovak Republic
all
04/13/2021
0
0
assertions
Slovak Republic
all
04/14/2021
322.0770516
301.5213042
tintin
Slovak Republic
all
04/15/2021
481.3184211
449.1059919
paralytic
Slovak Republic
all
04/16/2021
375.1666991
348.9020846
phds
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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