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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
United States
Washington
04/11/2021
0
0
high-fashion
United States
Washington
04/12/2021
154.1032546
161.1788067
pentz
United States
Washington
04/13/2021
527.9540781
554.2539821
piano-playing
United States
Washington
04/14/2021
328.4786508
346.1325239
cfs
United States
Washington
04/15/2021
0
0
marrakesh
United States
Washington
04/16/2021
0
0
mahdist
United States
Washington
04/17/2021
0
0
appropriated
United States
Washington
04/18/2021
0
0
tempers
United States
Washington
04/19/2021
121.9341159
130.9379787
purell
United States
Washington
04/20/2021
486.9007775
524.856599
angelina
United States
Washington
04/21/2021
293.4147702
317.5033624
phrygia
United States
Washington
04/22/2021
0
0
pane
United States
Washington
04/23/2021
0
0
pricier
United States
Washington
04/24/2021
0
0
dues
United States
Washington
04/25/2021
0
0
strangeness
United States
Washington
01/16/2021
704.6223189
721.1094373
bausch
United States
Washington
01/17/2021
873.8235155
893.0308231
hbcus
United States
Washington
01/18/2021
1065.823245
1087.743957
delmar
United States
Washington
01/19/2021
1431.905541
1459.336561
well-thought-out
United States
Washington
01/20/2021
1210.363534
1231.848659
hangouts
United States
Washington
01/21/2021
446.7983208
454.10294
victimized
United States
Washington
01/22/2021
813.9309491
826.099626
unhurt
United States
Washington
01/23/2021
552.6650239
560.1569739
oral
United States
Washington
01/24/2021
726.5514638
735.3902579
roulade
United States
Washington
01/25/2021
923.2696436
933.2211819
layaway
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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