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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
Slovenia
all
02/21/2021
0
0
thinkin
Slovenia
all
02/22/2021
0
0
zoidberg
Slovenia
all
02/23/2021
0
0
czechs
Slovenia
all
02/24/2021
660.1001117
659.3575625
flowin
Slovenia
all
02/25/2021
189.4210707
188.6042602
decorating
Slovenia
all
02/26/2021
26.48142875
26.28337139
thibodaux
Slovenia
all
02/27/2021
21.32556559
21.09896047
on-going
Slovenia
all
02/28/2021
0
0
specification
Slovenia
all
03/01/2021
0
0
estonia
Slovenia
all
03/02/2021
0
0
implication
Slovenia
all
03/03/2021
633.5088063
618.9276802
annul
Slovenia
all
03/04/2021
153.7478153
149.7402661
pennock
Slovenia
all
03/05/2021
0
0
pizarro
Slovenia
all
03/06/2021
0
0
katsav
Slovenia
all
03/07/2021
0
0
totalities
Slovenia
all
03/08/2021
0
0
vibes
Slovenia
all
03/09/2021
0
0
limine
Slovenia
all
03/10/2021
613.4893865
583.9225735
crony
Slovenia
all
03/11/2021
122.6407488
116.1193396
unfairly
Slovenia
all
03/12/2021
0
0
entrails
Slovenia
all
03/13/2021
0
0
influenza
Slovenia
all
03/14/2021
0
0
americanized
Slovenia
all
03/15/2021
0
0
monovalent
Slovenia
all
03/16/2021
0
0
finnigan
Slovenia
all
03/17/2021
601.0861401
551.7994367
theological
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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