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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
Connecticut
02/04/2021
0
0
octant
United States
Connecticut
02/05/2021
1429.759169
1414.926648
athlete
United States
Connecticut
02/06/2021
0
0
coll
United States
Connecticut
02/07/2021
0
0
rededicate
United States
Connecticut
02/08/2021
2680.527792
2634.343208
pathogenic
United States
Connecticut
02/09/2021
0
0
eric
United States
Connecticut
02/10/2021
0
0
lethality
United States
Connecticut
02/11/2021
0
0
bias
United States
Connecticut
02/12/2021
1271.858369
1244.621845
abruptly
United States
Connecticut
02/13/2021
0
0
vladivostok
United States
Connecticut
02/14/2021
0
0
cremeans
United States
Connecticut
02/15/2021
2522.5188
2469.759773
perching
United States
Connecticut
02/16/2021
0
0
adeline
United States
Colorado
05/08/2021
0
0
foes
United States
Colorado
05/09/2021
0
0
aparicio
United States
Colorado
05/10/2021
0
0
hossain
United States
Colorado
05/11/2021
0
0
pledged
United States
Colorado
05/12/2021
0
0
punto
United States
Colorado
05/13/2021
861.3974913
856.6217289
bowie
United States
Colorado
05/14/2021
0
0
simonetti
United States
Colorado
05/15/2021
0
0
whop
United States
Colorado
05/16/2021
0
0
deworming
United States
Colorado
05/17/2021
0
0
bilbo
United States
Colorado
05/18/2021
0
0
afro-brazilian
United States
Colorado
05/19/2021
0
0
fantasia
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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