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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
Spain
all
04/07/2021
0
0
tamara
Spain
all
04/08/2021
0
0
mgb
Spain
all
04/09/2021
0
0
weed
Spain
all
04/10/2021
0
0
regional
Spain
all
04/11/2021
0
0
irregardless
Spain
all
04/12/2021
6704.6183
6903.092172
buffed
Spain
all
04/13/2021
0
0
aladdin
Spain
all
04/14/2021
0
0
inking
Spain
all
04/15/2021
0
0
verla
Spain
all
04/16/2021
0
0
spicy
Spain
all
04/17/2021
0
0
rilke
Spain
all
04/18/2021
0
0
nausea
Spain
all
04/19/2021
6420.415783
6647.10941
berate
Spain
all
04/20/2021
0
0
humorist
Spain
all
04/21/2021
0
0
ig
Spain
all
04/22/2021
0
0
patient-physician
Spain
all
04/23/2021
0
0
malawians
Spain
all
04/24/2021
0
0
radial
Spain
all
04/25/2021
0
0
consistancy
Spain
all
04/26/2021
6147.157802
6399.667821
wms
Spain
all
04/27/2021
0
0
yin-yang
Spain
all
04/28/2021
0
0
harvard
Spain
all
01/19/2021
2039.866047
2159.796595
seminal
Spain
all
01/20/2021
514.2839787
544.0319437
hehe
Spain
all
01/21/2021
2643.834642
2794.256352
bialy
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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