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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
Minnesota
02/20/2021
1153.676076
1199.659794
revlon
United States
Minnesota
02/21/2021
1145.244148
1193.54046
ben-amun
United States
Minnesota
02/22/2021
0
0
foal
United States
Minnesota
02/23/2021
0
0
dahlmann
United States
Minnesota
02/24/2021
0
0
tousle
United States
Minnesota
02/25/2021
0
0
thesame
United States
Minnesota
02/26/2021
0
0
aruna
United States
Minnesota
02/27/2021
970.7440569
1025.364649
withrow
United States
Minnesota
02/28/2021
974.3697098
1031.519551
repulse
United States
Minnesota
03/01/2021
0
0
kinshasa
United States
Minnesota
03/02/2021
0
0
dejected
United States
Minnesota
03/03/2021
0
0
gelede
United States
Minnesota
03/04/2021
0
0
tudor
United States
Minnesota
03/05/2021
0
0
down-home
United States
Minnesota
03/06/2021
815.0747677
874.7391802
jabber
United States
Michigan
05/26/2021
0
0
avionics
United States
Michigan
05/27/2021
0
0
caillou
United States
Michigan
05/28/2021
3137.756036
3170.952588
sagas
United States
Michigan
05/29/2021
0
0
rot
United States
Michigan
05/30/2021
0
0
co-opt
United States
Michigan
05/31/2021
0
0
quadriplegics
United States
Michigan
06/01/2021
0
0
guerra
United States
Michigan
06/02/2021
0
0
cappelletti
United States
Michigan
06/03/2021
0
0
etudes
United States
Michigan
06/04/2021
2828.962582
2974.140766
contraption
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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