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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
Texas
03/17/2021
2150.36997
1998.793458
radio-collared
United States
Texas
03/18/2021
0
0
rent
United States
Texas
03/19/2021
0
0
molero
United States
Texas
03/20/2021
0
0
schulze-makuch
United States
Texas
03/21/2021
0
0
rationally
United States
Texas
03/22/2021
0
0
gsw
United States
Texas
03/23/2021
4888.071165
4512.899864
kitzhaber
United States
Texas
03/24/2021
1836.2414
1693.40349
kamena
United States
Texas
03/25/2021
0
0
saunter
United States
Texas
03/26/2021
0
0
crackheads
United States
Texas
03/27/2021
0
0
cheat
United States
Texas
03/28/2021
0
0
granik
United States
Texas
03/29/2021
0
0
unprovoked
United States
Texas
03/30/2021
4608.343852
4221.453218
consigned
United States
Texas
03/31/2021
1546.153264
1414.770336
climax
United States
Texas
04/01/2021
0
0
meeker
United States
Texas
04/02/2021
0
0
cacao
United States
Texas
04/03/2021
0
0
haste
United States
Texas
04/04/2021
0
0
surd
United States
Texas
04/05/2021
0
0
infusions
United States
Texas
04/06/2021
4354.845669
3955.660047
epicycle
United States
Texas
04/07/2021
1279.61173
1160.769989
playmates
United States
Texas
04/08/2021
0
0
consorting
United States
Texas
04/09/2021
0
0
caesar
United States
Texas
04/10/2021
0
0
retails
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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