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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
Sweden
all
01/02/2021
0
0
gayatri
Sweden
all
01/03/2021
0
0
fade-out
Sweden
all
01/04/2021
0
0
pusillanimous
Sweden
all
01/05/2021
15327.60897
14483.87079
allah
Sweden
all
01/06/2021
1944.209059
1835.691032
beran
Sweden
all
01/07/2021
2843.356464
2682.468406
isidor
Sweden
all
01/08/2021
3769.905874
3553.700166
buzzed
Sweden
all
01/09/2021
0
0
shoulder-length
Sweden
all
01/10/2021
0
0
heym
Sweden
all
01/11/2021
0
0
squares
Sweden
all
01/12/2021
14690.497
13803.12766
chico
Sweden
all
01/13/2021
1218.606413
1144.070727
atherton
Sweden
all
01/14/2021
2141.853435
2009.221637
papabile
Sweden
all
01/15/2021
3090.46809
2896.752081
obliviousness
Sweden
all
01/16/2021
0
0
legroom
Sweden
all
01/17/2021
0
0
geoffrion
Sweden
all
01/18/2021
0
0
prefixes
Sweden
all
01/19/2021
13714.78876
13158.28555
hipmunk
Sweden
all
01/20/2021
512.0824588
494.2175545
mondobeyondo
Sweden
all
01/21/2021
1421.249603
1379.850338
stack
Sweden
all
01/22/2021
2340.252549
2285.720764
turin
Sweden
all
01/23/2021
0
0
hereafter
Sweden
all
01/24/2021
0
0
blueprint
Sweden
all
01/25/2021
0
0
karola
Sweden
all
01/26/2021
12553.30216
12562.38406
commemorates
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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