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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
Sweden
all
06/01/2021
5124.837779
5431.381011
matchmaker
Sweden
all
06/02/2021
0
0
browning-blas
Sweden
all
06/03/2021
0
0
pigeon-hole
Sweden
all
06/04/2021
0
0
urt
Sweden
all
06/05/2021
0
0
disenfranchise
Sweden
all
06/06/2021
0
0
supermarket
Sweden
all
06/07/2021
0
0
brand-spanking-new
Sweden
all
06/08/2021
4872.55785
5150.464552
well-used
Sweden
all
06/09/2021
0
0
broadbent
Sweden
all
06/10/2021
0
0
transferring
Sweden
all
06/11/2021
0
0
violin
Sweden
all
06/12/2021
0
0
shitter
Sweden
all
06/13/2021
0
0
tidings
Sweden
all
06/14/2021
0
0
ashley
Sweden
all
06/15/2021
4630.146857
4881.422569
bunni
Sweden
all
06/16/2021
0
0
sterilization
Sweden
all
06/17/2021
0
0
shoulders
Sweden
all
06/18/2021
0
0
acute
Switzerland
all
06/19/2021
0
0
rashan
Switzerland
all
12/22/2020
1700.286325
1841.815056
dtd
Switzerland
all
12/23/2020
2330.025032
2512.940074
trimmers
Switzerland
all
12/24/2020
1984.504365
2130.980568
ekg
Switzerland
all
12/25/2020
1808.17127
1933.219229
gladiators
Switzerland
all
12/26/2020
0
0
weekday
Switzerland
all
12/27/2020
0
0
deschutes
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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