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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
Kentucky
03/01/2021
0
0
scorn
United States
Kentucky
03/02/2021
0
0
ponchos
United States
Kentucky
03/03/2021
0
0
harbors
United States
Kentucky
03/04/2021
0
0
trackpad
United States
Kentucky
03/05/2021
1874.693306
2167.811293
zoho
United States
Kentucky
03/06/2021
0
0
great-looking
United States
Kentucky
03/07/2021
0
0
riccardi
United States
Kentucky
03/08/2021
0
0
balloons
United States
Kentucky
03/09/2021
0
0
murphysboro
United States
Kentucky
03/10/2021
0
0
hard-rock
United States
Kentucky
03/11/2021
0
0
seeley
United States
Kentucky
03/12/2021
1779.022359
2057.29745
sokolowski
United States
Kentucky
03/13/2021
0
0
pooches
United States
Kentucky
03/14/2021
0
0
jerod
United States
Kentucky
03/15/2021
0
0
jaguars
United States
Kentucky
03/16/2021
0
0
fleer
United States
Kentucky
03/17/2021
0
0
player-coach
United States
Kentucky
03/18/2021
0
0
reigned
United States
Kentucky
03/19/2021
1722.431537
1951.443946
wua
United States
Kentucky
03/20/2021
0
0
kuo
United States
Kentucky
03/21/2021
0
0
pkc
United States
Kentucky
03/22/2021
0
0
index
United States
Kentucky
03/23/2021
0
0
shyness
United States
Kentucky
03/24/2021
0
0
half-past
United States
Kentucky
03/25/2021
0
0
papists
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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