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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
01/26/2021
8086.472492
8115.356394
high-poverty
United States
Texas
01/27/2021
5144.800383
5148.379243
locksmith
United States
Texas
01/28/2021
0
0
caesars
United States
Texas
01/29/2021
0
0
deyo
United States
Texas
01/30/2021
0
0
lavie
United States
Texas
01/31/2021
605.5379514
599.0911618
protectors
United States
Texas
02/01/2021
663.894908
654.9709469
runtime
United States
Texas
02/02/2021
7595.123653
7471.919212
musicians
United States
Texas
02/03/2021
4617.352065
4529.688912
strawberry-rhubarb
United States
Texas
02/04/2021
0
0
elton
United States
Texas
02/05/2021
0
0
ywca
United States
Texas
02/06/2021
0
0
parent-teacher
United States
Texas
02/07/2021
5.564667088
5.398348763
fehr
United States
Texas
02/08/2021
90.72448041
87.76902237
cost-sharing
United States
Texas
02/09/2021
7183.201027
6929.998581
darling
United States
Texas
02/10/2021
4167.14296
4009.176668
adela
United States
Texas
02/11/2021
0
0
ter
United States
Texas
02/12/2021
0
0
dollywood
United States
Texas
02/13/2021
0
0
honeybee
United States
Texas
02/14/2021
0
0
sympathetic
United States
Texas
02/15/2021
0
0
first-grade
United States
Texas
02/16/2021
6726.648233
6435.246443
double-size
United States
Texas
02/17/2021
3697.919777
3534.409812
committed
United States
Texas
02/18/2021
0
0
relive
United States
Texas
02/19/2021
0
0
mitigated
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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