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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
Michigan
01/06/2021
0
0
doerr
United States
Michigan
01/07/2021
0
0
gonzales
United States
Michigan
01/08/2021
11815.72879
11370.71301
all-female
United States
Michigan
01/09/2021
2126.483261
2050.70115
deployed
United States
Michigan
01/10/2021
0
0
amasa
United States
Michigan
01/11/2021
4501.531464
4359.46226
bowling
United States
Michigan
01/12/2021
545.0971422
529.0120407
mm
United States
Michigan
01/13/2021
0
0
itis
United States
Michigan
01/14/2021
0
0
fitter
United States
Michigan
01/15/2021
10756.01612
10505.38279
taped
United States
Michigan
01/16/2021
1229.368909
1206.505814
telling
United States
Michigan
01/17/2021
0
0
forsythe
United States
Michigan
01/18/2021
3584.470598
3552.025304
underdetermined
United States
Michigan
01/19/2021
0
0
intricacies
United States
Michigan
01/20/2021
0
0
solutions
United States
Michigan
01/21/2021
0
0
twiddling
United States
Michigan
01/22/2021
9651.957976
9754.347027
berm
United States
Michigan
01/23/2021
470.1058874
477.4609481
daimons
United States
Michigan
01/24/2021
0
0
multihued
United States
Michigan
01/25/2021
2785.7906
2857.866165
kindling
United States
Michigan
01/26/2021
0
0
ptolemies
United States
Michigan
01/27/2021
0
0
kaboom
United States
Michigan
01/28/2021
0
0
kingsdale
United States
Michigan
01/29/2021
8682.008232
9089.691173
lackland
United States
Michigan
01/30/2021
0
0
groundhog
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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