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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
04/12/2021
0
0
mugshot
Sweden
all
04/13/2021
7848.323382
7737.627285
torsen
Sweden
all
04/14/2021
0
0
jacobs
Sweden
all
04/15/2021
0
0
out-of-towners
Sweden
all
04/16/2021
0
0
templeton
Sweden
all
04/17/2021
0
0
animating
Sweden
all
04/18/2021
0
0
unscented
Sweden
all
04/19/2021
0
0
timeto
Sweden
all
04/20/2021
7399.235227
7371.972083
redzepi
Sweden
all
04/21/2021
0
0
fit
Sweden
all
04/22/2021
0
0
saddleback
Sweden
all
04/23/2021
0
0
wayburn
Sweden
all
04/24/2021
0
0
hoberg
Sweden
all
04/25/2021
0
0
prides
Sweden
all
04/26/2021
0
0
erd
Sweden
all
04/27/2021
6969.661346
7018.155222
infiltrator
Sweden
all
04/28/2021
0
0
snowe
Sweden
all
04/29/2021
0
0
black-andwhite
Sweden
all
04/30/2021
0
0
reznor
Sweden
all
05/01/2021
0
0
cooled
Sweden
all
05/02/2021
0
0
yardage
Sweden
all
05/03/2021
0
0
idolizing
Sweden
all
05/04/2021
6547.13449
6676.388872
beefing
Sweden
all
05/05/2021
0
0
louis
Sweden
all
05/06/2021
0
0
thrusters
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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