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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
Tennessee
01/31/2021
0
0
unsolvable
United States
Tennessee
02/01/2021
3034.460702
3044.619728
hawaii
United States
Tennessee
02/02/2021
0
0
levine
United States
Tennessee
02/03/2021
0
0
cooperatives
United States
Tennessee
02/04/2021
0
0
nervous
United States
Tennessee
02/05/2021
0
0
spewing
United States
Tennessee
02/06/2021
1447.572184
1445.361721
zika
United States
Tennessee
02/07/2021
0
0
armrests
United States
Tennessee
02/08/2021
2781.705963
2772.070869
long-neglected
United States
Tennessee
02/09/2021
0
0
abedi
United States
Tennessee
02/10/2021
0
0
swilling
United States
Tennessee
02/11/2021
0
0
wilkie
United States
Tennessee
02/12/2021
0
0
nhs
United States
Tennessee
02/13/2021
1199.573144
1187.242944
theseus
United States
Tennessee
02/14/2021
0
0
dalton
United States
South Dakota
05/06/2021
0
0
manners
United States
South Dakota
05/07/2021
177.6352683
168.0910736
multiplicity
United States
South Dakota
05/08/2021
0
0
thereunder
United States
South Dakota
05/09/2021
0
0
prolonging
United States
South Dakota
05/10/2021
0
0
ultra-conservatives
United States
South Dakota
05/11/2021
0
0
nessel
United States
South Dakota
05/12/2021
0
0
gainfully
United States
South Dakota
05/13/2021
0
0
guides
United States
South Dakota
05/14/2021
157.0392615
151.0852803
emergency-response
United States
South Dakota
05/15/2021
0
0
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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