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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
03/16/2021
0
0
shafted
United States
Indiana
03/17/2021
0
0
snaking
United States
Indiana
03/18/2021
421.6611331
403.7328765
raiding
United States
Indiana
03/19/2021
0
0
duet
United States
Indiana
03/20/2021
0
0
tabu
United States
Indiana
03/21/2021
0
0
excerpts
United States
Indiana
03/22/2021
421.0269927
400.417894
rize
United States
Indiana
03/23/2021
0
0
gregorian
United States
Indiana
03/24/2021
0
0
zither
United States
Indiana
03/25/2021
380.7478244
360.2952906
careth
United States
Indiana
03/26/2021
0
0
column
United States
Indiana
03/27/2021
0
0
righteousness
United States
Indiana
03/28/2021
0
0
shee
United States
Illinois
06/17/2021
617.1402473
645.4805279
kath
United States
Illinois
06/18/2021
0
0
adley
United States
Illinois
06/19/2021
0
0
sprinkler
United States
Indiana
12/22/2020
1533.293734
1531.654058
steered
United States
Indiana
12/23/2020
1964.368282
1960.157845
reconstructive
United States
Indiana
12/24/2020
2493.475265
2485.458438
norfleet
United States
Indiana
12/25/2020
1877.784755
1869.739313
willapa
United States
Indiana
12/26/2020
811.059917
806.7193968
sensationalist
United States
Indiana
12/27/2020
755.4650947
750.6176498
matchups
United States
Indiana
12/28/2020
2235.385476
2218.666879
matthias
United States
Indiana
12/29/2020
980.2014861
971.8311937
jacke
United States
Indiana
12/30/2020
1438.851513
1425.042297
encircling
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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