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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
05/05/2021
0
0
classy
United States
Indiana
05/06/2021
180.5512838
179.64341
pickford
United States
Indiana
05/07/2021
0
0
ezer
United States
Indiana
05/08/2021
0
0
unfavorable
United States
Indiana
05/09/2021
0
0
stabilized
United States
Indiana
05/10/2021
187.8352102
188.3235151
bactericidal
United States
Indiana
05/11/2021
0
0
players
United States
Indiana
05/12/2021
0
0
delmoi
United States
Indiana
05/13/2021
158.2325255
159.5613364
shatner
United States
Indiana
05/14/2021
0
0
ferrante
United States
Indiana
05/15/2021
0
0
abnormality
United States
Indiana
05/16/2021
0
0
dervishes
United States
Indiana
05/17/2021
166.6241166
169.3290741
whitmore
United States
Indiana
02/07/2021
0
0
langer
United States
Indiana
02/08/2021
793.3044119
796.4380624
jounced
United States
Indiana
02/09/2021
0
0
excretes
United States
Indiana
02/10/2021
116.2083591
116.9694371
evade
United States
Indiana
02/11/2021
725.712807
729.526452
bevans
United States
Indiana
02/12/2021
193.6604774
194.428174
holographic
United States
Indiana
02/13/2021
0
0
navid
United States
Indiana
02/14/2021
0
0
trophy
United States
Indiana
02/15/2021
698.8160137
698.8937667
youth-focused
United States
Indiana
02/16/2021
0
0
forgone
United States
Indiana
02/17/2021
24.47329312
24.4135555
cautionary
United States
Indiana
02/18/2021
644.276892
641.8852394
syriza
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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