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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
Ukraine
all
06/04/2021
1632.210463
1572.609139
moxy
Ukraine
all
06/05/2021
1586.980732
1521.540782
petrova
Ukraine
all
06/06/2021
0
0
beet
Ukraine
all
06/07/2021
0
0
circumcised
Ukraine
all
06/08/2021
0
0
questioned
Ukraine
all
06/09/2021
0
0
indecent
Ukraine
all
06/10/2021
797.3565744
746.2002229
jeez
Ukraine
all
06/11/2021
1568.366467
1460.759396
austere
Ukraine
all
06/12/2021
1524.116924
1412.822514
architecturally
Ukraine
all
06/13/2021
0
0
bec
Ukraine
all
06/14/2021
0
0
bullring
Ukraine
all
06/15/2021
0
0
tester
Ukraine
all
06/16/2021
0
0
designator
Ukraine
all
03/09/2021
923.8742612
1043.416135
weicker
Ukraine
all
03/10/2021
2175.569782
2433.665308
sarcastically
Ukraine
all
03/11/2021
3291.638965
3647.393264
sari
Ukraine
all
03/12/2021
3903.994835
4285.49374
anne
Ukraine
all
03/13/2021
3829.241153
4164.506386
plutarch
Ukraine
all
03/14/2021
625.299154
673.8063364
commedia
Ukraine
all
03/15/2021
0
0
lasorda
Ukraine
all
03/16/2021
571.5044829
604.7401582
divulging
Ukraine
all
03/17/2021
1913.405203
2006.597632
usurpation
Ukraine
all
03/18/2021
3108.588567
3231.137237
hr
Ukraine
all
03/19/2021
3765.275787
3879.37525
preparers
Ukraine
all
03/20/2021
3689.35384
3768.092722
salih
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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