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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
Alaska
06/09/2021
14.07359253
14.2088123
rolfe
United States
Alaska
06/10/2021
0
0
abuja
United States
Alaska
06/11/2021
0
0
fitzgibbon
United States
Alaska
06/12/2021
0
0
willow
United States
Alaska
06/13/2021
0
0
plutocrat
United States
Alaska
06/14/2021
0
0
memory
United States
Alaska
06/15/2021
0
0
d-ga
United States
Alaska
06/16/2021
12.84902473
13.39292053
laguna
United States
Alaska
06/17/2021
0
0
pharaohs
United States
Alaska
06/18/2021
0
0
esta
United States
Alaska
06/19/2021
0
0
burqa
United States
Arizona
12/22/2020
2819.363604
2874.555309
ntsc
United States
Arizona
12/23/2020
2130.824884
2171.383554
bd
United States
Arizona
12/24/2020
1600.803559
1630.407453
cut-and-paste
United States
Arizona
12/25/2020
2410.685072
2453.963158
polarizer
United States
Arizona
12/26/2020
2197.68678
2235.954319
hillman
United States
Arizona
12/27/2020
1272.422978
1293.892894
visualise
United States
Arizona
12/28/2020
0
0
curfman
United States
Arizona
12/29/2020
2359.143547
2396.409015
guo
United States
Arizona
12/30/2020
1678.810262
1704.426398
bursitis
United States
Arizona
12/31/2020
1159.028175
1176.090687
daca
United States
Arizona
01/01/2021
1985.057305
2013.215052
flirty
United States
Arizona
01/02/2021
1783.123109
1807.46074
optimists
United States
Arizona
01/03/2021
866.6441468
878.0088584
schoolmarm
United States
Arizona
01/04/2021
0
0
boozing
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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