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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
Switzerland
all
04/07/2021
0
0
shrimpy
Switzerland
all
04/08/2021
0
0
contractually
Switzerland
all
04/09/2021
0
0
biomedical
Switzerland
all
04/10/2021
0
0
outback
Switzerland
all
04/11/2021
0
0
leeland
Switzerland
all
04/12/2021
2897.871111
2988.210999
cristoforo
Switzerland
all
04/13/2021
0
0
cilley
Switzerland
all
04/14/2021
0
0
koestler
Switzerland
all
04/15/2021
0
0
mississippians
Switzerland
all
04/16/2021
0
0
compensating
Switzerland
all
04/17/2021
0
0
sharp-elbowed
Switzerland
all
04/18/2021
0
0
heaney
Switzerland
all
04/19/2021
2723.777689
2852.633714
vereen
Switzerland
all
04/20/2021
0
0
kelmscott
Switzerland
all
04/21/2021
0
0
hollar
Switzerland
all
04/22/2021
0
0
vrs
Switzerland
all
04/23/2021
0
0
custom-made
Switzerland
all
04/24/2021
0
0
odgen
Switzerland
all
04/25/2021
0
0
half-hour
Switzerland
all
04/26/2021
2558.622474
2722.256487
cann
Switzerland
all
04/27/2021
0
0
ulibarri
Switzerland
all
04/28/2021
0
0
pryce-jones
Switzerland
all
01/19/2021
145.8903195
143.3101035
pivots
Switzerland
all
01/20/2021
887.4165478
872.2398841
lawsuits
Switzerland
all
01/21/2021
551.9840997
542.8667273
unglamorous
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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