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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
02/16/2021
149.6918444
156.3840656
toreros
Spain
all
02/17/2021
0
0
varying
Spain
all
02/18/2021
839.9513223
879.3163128
scolding
Spain
all
02/19/2021
0
0
quadword
Spain
all
02/20/2021
0
0
kimpton
Spain
all
02/21/2021
0
0
ineffectual
Spain
all
02/22/2021
8541.14345
8978.543777
asio
Spain
all
02/23/2021
0
0
masterson
Spain
all
02/24/2021
0
0
heckman
Spain
all
02/25/2021
498.2725106
525.4251788
rigorously
Spain
all
02/26/2021
0
0
gurry
Spain
all
02/27/2021
0
0
vila
Spain
all
02/28/2021
0
0
buzzy
Spain
all
03/01/2021
8156.792183
8637.247437
broad
Spain
all
03/02/2021
0
0
shafts
Spain
all
03/03/2021
0
0
nicklas
Spain
all
03/04/2021
183.2753981
194.6812483
love-starved
Spain
all
03/05/2021
0
0
demotion
Spain
all
03/06/2021
0
0
pkd
Spain
all
03/07/2021
0
0
beattie
Spain
all
03/08/2021
7798.20657
8318.404305
fentanyl
Spain
all
03/09/2021
0
0
mitchum
South Sudan
all
05/29/2021
143.2635156
139.8910471
slides
South Sudan
all
05/30/2021
149.5850483
146.8973613
dominican
South Sudan
all
05/31/2021
145.6358197
143.839992
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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