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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
Tajikistan
all
04/17/2021
0
0
lucille
Tajikistan
all
04/18/2021
0
0
bayard
Tajikistan
all
04/19/2021
0
0
poo-poo
Tajikistan
all
04/20/2021
0
0
ordo
Tajikistan
all
04/21/2021
0
0
hairdos
Tajikistan
all
04/22/2021
0
0
speckled
Tajikistan
all
04/23/2021
0
0
re-read
Tajikistan
all
04/24/2021
0
0
forfeit
Tajikistan
all
04/25/2021
0
0
gaia
Tajikistan
all
04/26/2021
0
0
adviser
Tajikistan
all
04/27/2021
0
0
nutso
Tajikistan
all
04/28/2021
0
0
craned
Tajikistan
all
04/29/2021
0
0
exciting
Tajikistan
all
04/30/2021
0
0
summarized
Tajikistan
all
05/01/2021
0
0
rivermist
Tajikistan
all
05/02/2021
0
0
bilge
Tajikistan
all
05/03/2021
0
0
reformulation
Tajikistan
all
05/04/2021
0
0
nestor
Tajikistan
all
05/05/2021
0
0
germanaccent
Tajikistan
all
05/06/2021
0
0
hm-hm
Tajikistan
all
05/07/2021
0
0
inarticulate
Tajikistan
all
05/08/2021
0
0
wrought
Tajikistan
all
01/29/2021
0
0
consecutively
Tajikistan
all
01/30/2021
0
0
missoula
Tajikistan
all
01/31/2021
0
0
bluey
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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