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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
Indiana
01/25/2021
1080.593707
1065.600886
show-off
United States
Indiana
01/26/2021
0
0
microsoft
United States
Indiana
01/27/2021
376.9333282
372.6486995
bush
United States
Indiana
01/28/2021
981.7914473
971.8669943
lifecycle
United States
Indiana
01/29/2021
428.3057075
424.5165952
anyway
United States
Indiana
01/30/2021
0
0
mescaleros
United States
Indiana
01/31/2021
0
0
relation-ship
United States
Indiana
02/01/2021
921.6566899
917.0096308
chalkboard
United States
Indiana
02/02/2021
0
0
mischaracterized
United States
Indiana
02/03/2021
232.0261867
231.4485918
loos
United States
Indiana
02/04/2021
839.0027332
837.9891556
re-branding
United States
Indiana
02/05/2021
297.3446935
297.3674403
furnishing
United States
Indiana
02/06/2021
0
0
experiencing
United States
Illinois
04/28/2021
0
0
excerpted
United States
Illinois
04/29/2021
934.5247732
1012.678906
quench
United States
Illinois
04/30/2021
0
0
belzer
United States
Illinois
05/01/2021
0
0
conglomeration
United States
Illinois
05/02/2021
0
0
misrata
United States
Illinois
05/03/2021
0
0
thoughtless
United States
Illinois
05/04/2021
0
0
screen
United States
Illinois
05/05/2021
0
0
happiest
United States
Illinois
05/06/2021
917.618194
949.7852686
satirizes
United States
Illinois
05/07/2021
0
0
eyed
United States
Illinois
05/08/2021
0
0
slaughtering
United States
Illinois
05/09/2021
0
0
sonny
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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