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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
Oklahoma
02/05/2021
0
0
kirkuk
United States
Oklahoma
02/06/2021
2822.528212
2799.988695
adjudicate
United States
Oklahoma
02/07/2021
0
0
hw
United States
Oklahoma
02/08/2021
0
0
bunnies
United States
Oklahoma
02/09/2021
0
0
acetyl
United States
Oklahoma
02/10/2021
159.0985564
158.6112108
buzbee
United States
Oklahoma
02/11/2021
0
0
self-perceived
United States
Oklahoma
02/12/2021
0
0
swooshes
United States
Oklahoma
02/13/2021
2672.937089
2632.350312
catelyn
United States
Oklahoma
02/14/2021
0
0
it-it-it
United States
Oklahoma
02/15/2021
0
0
urzua
United States
Oklahoma
02/16/2021
0
0
interpolating
United States
Oklahoma
02/17/2021
0
0
http
United States
Oklahoma
02/18/2021
0
0
klobuchar
United States
Oklahoma
02/19/2021
0
0
doscher
United States
Oklahoma
02/20/2021
2591.002708
2481.267418
franklin
United States
Oklahoma
02/21/2021
0
0
cocks
United States
Oklahoma
02/22/2021
0
0
sakaki
United States
Oklahoma
02/23/2021
0
0
showbiztonight
United States
Oklahoma
02/24/2021
0
0
reconciliations
United States
Oklahoma
02/25/2021
0
0
calamine
United States
Oklahoma
02/26/2021
0
0
four-color
United States
Oklahoma
02/27/2021
2507.877271
2337.186591
gaither
United States
Oklahoma
02/28/2021
0
0
sahms
United States
Oklahoma
03/01/2021
0
0
reconvene
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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