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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
Georgia
04/30/2021
0
0
storyboard
United States
Georgia
05/01/2021
0
0
akil
United States
Georgia
05/02/2021
0
0
leicestershire
United States
Georgia
05/03/2021
0
0
inhibition
United States
Georgia
05/04/2021
64.57146875
65.51049815
prohibitive
United States
Georgia
05/05/2021
0
0
armenian
United States
Georgia
05/06/2021
271.9385589
275.2332431
rationalized
United States
Georgia
05/07/2021
0
0
money-back
United States
Georgia
05/08/2021
0
0
hete
United States
Georgia
05/09/2021
0
0
grocer
United States
Georgia
05/10/2021
0
0
sorrel
United States
Georgia
05/11/2021
50.60612264
50.91475445
repress
United States
Georgia
05/12/2021
0
0
objections
United States
Georgia
05/13/2021
260.2948895
261.2610915
run-out
United States
Georgia
05/14/2021
0
0
danette
United States
Georgia
05/15/2021
0
0
bimini
United States
Georgia
05/16/2021
0
0
auster
United States
Georgia
05/17/2021
0
0
merrimack
United States
Georgia
05/18/2021
37.61634734
37.53337767
xchange
United States
Georgia
05/19/2021
0
0
unrighteousness
United States
Georgia
05/20/2021
249.588677
248.4522393
iw
United States
Georgia
05/21/2021
0
0
necesita
United States
Georgia
05/22/2021
0
0
poupon
United States
Georgia
05/23/2021
0
0
nauseatingly
United States
Georgia
05/24/2021
0
0
pullers
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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