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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
05/27/2021
0
0
parole
Solomon Islands
all
05/28/2021
0
0
plovers
Solomon Islands
all
05/29/2021
0
0
marv
Solomon Islands
all
05/30/2021
0
0
provisional
Solomon Islands
all
05/31/2021
0
0
o'brian
Solomon Islands
all
06/01/2021
0
0
debilitated
Solomon Islands
all
06/02/2021
0
0
worshiped
Solomon Islands
all
06/03/2021
0
0
drifting
Solomon Islands
all
06/04/2021
0
0
lizzie
Solomon Islands
all
06/05/2021
0
0
cabeza
Solomon Islands
all
06/06/2021
0
0
cahn
Solomon Islands
all
06/07/2021
0
0
aventura
Solomon Islands
all
06/08/2021
0
0
jehan
Solomon Islands
all
06/09/2021
0
0
lugh
Solomon Islands
all
06/10/2021
0
0
samo
Solomon Islands
all
06/11/2021
0
0
stella
Solomon Islands
all
06/12/2021
0
0
centres
Solomon Islands
all
06/13/2021
0
0
ten-year
Solomon Islands
all
06/14/2021
0
0
fetuses
Solomon Islands
all
06/15/2021
0
0
hilborn
Solomon Islands
all
06/16/2021
0
0
yellow-rumped
Solomon Islands
all
06/17/2021
0
0
montparnasse
Solomon Islands
all
03/10/2021
0
0
mcmahon
Solomon Islands
all
03/11/2021
0
0
macroeconomics
Solomon Islands
all
03/12/2021
0
0
non-computer
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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