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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
Tanzania
all
01/27/2021
0
0
swelter
Tanzania
all
01/28/2021
0
0
wizened
Tanzania
all
01/29/2021
0
0
ophelia
Tanzania
all
01/30/2021
0
0
patented
Tanzania
all
01/31/2021
0
0
mugger
Tanzania
all
02/01/2021
0
0
tonal
Tanzania
all
02/02/2021
0
0
mandy
Tanzania
all
02/03/2021
0
0
splintered
Tanzania
all
02/04/2021
0
0
financially
Tanzania
all
02/05/2021
0
0
chiappe
Tanzania
all
02/06/2021
0
0
subvert
Tanzania
all
02/07/2021
0
0
b-movie
Tanzania
all
02/08/2021
0
0
queries
Tanzania
all
02/09/2021
0
0
subsisted
Tanzania
all
02/10/2021
0
0
vose
Tanzania
all
02/11/2021
0
0
pms
Tanzania
all
02/12/2021
0
0
labors
Tanzania
all
02/13/2021
0
0
dusable
Tanzania
all
02/14/2021
0
0
sullied
Tanzania
all
02/15/2021
0
0
arra
Tanzania
all
02/16/2021
0
0
endorphin
Tanzania
all
02/17/2021
0
0
gini
Tajikistan
all
05/09/2021
0
0
non-existent
Tajikistan
all
05/10/2021
0
0
geos
Tajikistan
all
05/11/2021
0
0
rough-around-the-edges
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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