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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
Solomon Islands
all
12/28/2020
0
0
clarinet
Solomon Islands
all
12/29/2020
0
0
helpers
Solomon Islands
all
12/30/2020
0
0
peril
Solomon Islands
all
12/31/2020
0
0
hub
Solomon Islands
all
01/01/2021
0
0
yale
Solomon Islands
all
01/02/2021
0
0
kubrick
Solomon Islands
all
01/03/2021
0
0
self-financed
Solomon Islands
all
01/04/2021
0
0
half-dead
Solomon Islands
all
01/05/2021
0
0
beach-based
Solomon Islands
all
01/06/2021
0
0
dresner
Solomon Islands
all
01/07/2021
0
0
cornwall
Solomon Islands
all
01/08/2021
0
0
netta
Solomon Islands
all
01/09/2021
0
0
biafra
Solomon Islands
all
01/10/2021
0
0
studs
Solomon Islands
all
01/11/2021
0
0
darnelle
Solomon Islands
all
01/12/2021
0
0
origen
Solomon Islands
all
01/13/2021
0
0
tali
Solomon Islands
all
01/14/2021
0
0
hundley
Solomon Islands
all
01/15/2021
0
0
precede
Solomon Islands
all
01/16/2021
0
0
laurentian
Solomon Islands
all
01/17/2021
0
0
cera
Solomon Islands
all
01/18/2021
0
0
great-grandma
Slovenia
all
04/09/2021
0
0
astringent
Slovenia
all
04/10/2021
0
0
outside
Slovenia
all
04/11/2021
0
0
helmsman
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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