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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
Ukraine
all
01/30/2021
8144.287075
8219.711266
planetary
Ukraine
all
01/31/2021
4634.760853
4648.332389
simcha
Ukraine
all
02/01/2021
1441.545766
1436.751755
aggrandizing
Ukraine
all
02/02/2021
4495.789517
4453.070947
tilson
Ukraine
all
02/03/2021
5856.230881
5764.861197
christal
Ukraine
all
02/04/2021
7058.319067
6905.66402
forty-first
Ukraine
all
02/05/2021
7687.493491
7475.473138
holla
Ukraine
all
02/06/2021
7541.198963
7288.869319
faberge
Ukraine
all
02/07/2021
3885.545924
3732.961686
devereux
Ukraine
all
02/08/2021
565.3138017
539.8691197
zooms
Ukraine
all
02/09/2021
3768.071087
3577.098517
drains
Ukraine
all
02/10/2021
5199.534783
4906.869832
vehicle
Ukraine
all
02/11/2021
6383.432218
6064.350665
grandpa
Ukraine
all
02/12/2021
6952.903829
6649.754973
contribute
Ukraine
all
02/13/2021
6727.976604
6478.178053
witness
Ukraine
all
02/14/2021
3029.957787
2937.337577
pineapple
Ukraine
all
02/15/2021
0
0
lipsey
Ukraine
all
02/16/2021
2861.416048
2812.268612
kloppenburg
Ukraine
all
02/17/2021
4202.492558
4159.038473
grandes
Ukraine
all
02/18/2021
5350.544849
5332.307635
terra
Ukraine
all
02/19/2021
5911.094335
5932.497824
pinnacles
Ukraine
all
02/20/2021
5713.715198
5775.138478
interrogator
Ukraine
all
02/21/2021
2208.7492
2248.46561
holtz
Ukraine
all
02/22/2021
0
0
declarations
Ukraine
all
02/23/2021
2071.572253
2139.434539
umr
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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