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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
Sierra Leone
all
04/02/2021
10.80266889
10.37228596
swirled
Sierra Leone
all
04/03/2021
10.09554489
9.642426168
kar-wai
Sierra Leone
all
04/04/2021
11.41292221
10.91139763
hamsters
Sierra Leone
all
04/05/2021
11.68212624
11.17976843
del
Sierra Leone
all
04/06/2021
10.91184432
10.4529021
labyrinthine
Sierra Leone
all
04/07/2021
13.15606189
12.61516281
subfolder
Sierra Leone
all
04/08/2021
12.47165482
11.97070386
hester
Sierra Leone
all
04/09/2021
12.7826871
12.28137068
nicest
Sierra Leone
all
04/10/2021
12.0601836
11.59866758
camerons
Sierra Leone
all
04/11/2021
13.41659912
12.91595585
overbearing
Sierra Leone
all
04/12/2021
13.73316947
13.23382051
wrmt-r
Sierra Leone
all
04/13/2021
13.01856948
12.55765377
roid
Sierra Leone
all
04/14/2021
15.29886932
14.77188035
neurath
Sierra Leone
all
04/15/2021
14.67191623
14.18061024
restitution
Sierra Leone
all
04/16/2021
15.03481825
14.54582401
policed
Sierra Leone
all
04/17/2021
14.37257419
13.91897325
hoisted
Sierra Leone
all
04/18/2021
15.77619107
15.29352949
slut
Sierra Leone
all
04/19/2021
16.1484417
15.67001981
groover
Sierra Leone
all
04/20/2021
15.49805107
15.05392695
knots
Sierra Leone
all
04/21/2021
17.82314814
17.3297125
inchoate
Sierra Leone
all
04/22/2021
17.26258055
16.80147145
impositions
Sierra Leone
all
04/23/2021
17.68645933
17.23128219
codependents
Sierra Leone
all
04/24/2021
17.09381107
16.67059595
idiocracy
Sierra Leone
all
04/25/2021
18.55414633
18.11294931
wulff
Sierra Leone
all
04/26/2021
18.99183081
18.55886589
mares
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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