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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
Vermont
12/22/2020
31.5637553
29.17842689
scheunemann
United States
Vermont
12/23/2020
52.42816207
48.74170962
sunning
United States
Vermont
12/24/2020
0
0
manhunter
United States
Vermont
12/25/2020
176.4737453
165.9527172
gilpin
United States
Vermont
12/26/2020
17.67190457
16.7144915
nettie
United States
Vermont
12/27/2020
59.31422529
56.42723358
fundamentalism
United States
Vermont
12/28/2020
64.69795919
61.90921143
uncertain
United States
Vermont
12/29/2020
29.3190396
28.22046114
gt
United States
Vermont
12/30/2020
49.43381752
47.86336728
prowler
United States
Vermont
12/31/2020
0
0
tabernacle
United States
Vermont
01/01/2021
168.6257138
165.2259492
objections
United States
Vermont
01/02/2021
16.20356151
15.97261144
cringes
United States
Vermont
01/03/2021
56.22192739
55.75681502
crackdown
United States
Vermont
01/04/2021
61.41751825
61.28119968
roughest
United States
Vermont
01/05/2021
27.51918965
27.62673641
trucker
United States
Utah
03/27/2021
0
0
smear
United States
Utah
03/28/2021
0
0
completing
United States
Utah
03/29/2021
0
0
jayhawks
United States
Utah
03/30/2021
0
0
summarize
United States
Utah
03/31/2021
0
0
subtraction
United States
Utah
04/01/2021
0
0
koalas
United States
Utah
04/02/2021
1667.997
1659.391669
rapid-response
United States
Utah
04/03/2021
0
0
neighboring
United States
Utah
04/04/2021
0
0
decongestant
United States
Utah
04/05/2021
0
0
aerobics
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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