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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
Iowa
04/30/2021
0
0
rupp
United States
Iowa
05/01/2021
0
0
civilian
United States
Iowa
05/02/2021
0
0
vinland
United States
Iowa
05/03/2021
0
0
constituency
United States
Iowa
05/04/2021
0
0
massimo
United States
Iowa
05/05/2021
304.130946
298.6868283
luxuriate
United States
Iowa
05/06/2021
0
0
torkzadeh
United States
Iowa
05/07/2021
0
0
imagination
United States
Iowa
05/08/2021
0
0
sheriffs
United States
Iowa
05/09/2021
0
0
exhausted
United States
Iowa
05/10/2021
0
0
berwick
United States
Iowa
05/11/2021
0
0
buskers
United States
Iowa
05/12/2021
279.4336414
277.6023059
botched
United States
Iowa
05/13/2021
0
0
characterized
United States
Iowa
05/14/2021
0
0
pni
United States
Iowa
05/15/2021
0
0
fourth-generation
United States
Iowa
05/16/2021
0
0
moberly
United States
Iowa
05/17/2021
0
0
conan
United States
Iowa
05/18/2021
0
0
willa
United States
Iowa
05/19/2021
256.6829547
257.9813471
consecration
United States
Iowa
05/20/2021
0
0
usurpation
United States
Iowa
05/21/2021
0
0
yorkers
United States
Iowa
05/22/2021
0
0
penobscots
United States
Iowa
05/23/2021
0
0
mannerisms
United States
Iowa
05/24/2021
0
0
mayoralty
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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