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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
Slovak Republic
all
02/01/2021
0
0
zoning
Slovak Republic
all
02/02/2021
5.922383216
6.51045955
idolatry
Slovak Republic
all
02/03/2021
738.9444102
808.4090827
pregnancy-related
Slovak Republic
all
02/04/2021
868.5876069
945.6869276
intervals
Slovak Republic
all
02/05/2021
771.3826562
835.8492108
fogo
Slovak Republic
all
02/06/2021
474.607142
511.830921
upstate
Slovak Republic
all
02/07/2021
85.20879075
91.45777148
inversion
Slovak Republic
all
02/08/2021
0
0
tauren
Slovak Republic
all
02/09/2021
0
0
papyri
Slovak Republic
all
02/10/2021
695.3052484
735.8704686
headache
Slovak Republic
all
02/11/2021
829.045678
874.3643995
sds
Slovak Republic
all
02/12/2021
728.4964394
765.6580016
man-eating
Slovak Republic
all
02/13/2021
422.7945002
442.828246
flashy
Slovak Republic
all
02/14/2021
22.81106148
23.80977255
mesas
Slovak Republic
all
02/15/2021
0
0
attracted
Slovak Republic
all
02/16/2021
0
0
affront
Slovak Republic
all
02/17/2021
648.2950071
669.7680242
preeminence
Slovak Republic
all
02/18/2021
786.1673308
809.4514977
nosiness
Slovak Republic
all
02/19/2021
683.9775039
701.8539688
ristorante
Slovak Republic
all
02/20/2021
371.7486736
380.1792753
half-closed
Slovak Republic
all
02/21/2021
0
0
allowance
Slovak Republic
all
02/22/2021
0
0
amputee
Slovak Republic
all
02/23/2021
0
0
opioid-related
Slovak Republic
all
02/24/2021
603.4959829
608.9738668
magnin
Slovak Republic
all
02/25/2021
745.5426126
749.8167582
tolstoy
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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