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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
Togo
all
01/12/2021
0
0
left-wingers
Togo
all
01/13/2021
0
0
allenwood
Togo
all
01/14/2021
0
0
two-parent
Togo
all
01/15/2021
0
0
great-great-grandmother
Togo
all
01/16/2021
0
0
backplate
Togo
all
01/17/2021
0
0
consignment
Togo
all
01/18/2021
0
0
conservatories
Togo
all
01/19/2021
0
0
weapons
Togo
all
01/20/2021
0
0
backpacker
Togo
all
01/21/2021
0
0
headman
Togo
all
01/22/2021
0
0
crosscut
Togo
all
01/23/2021
0
0
glitch
Togo
all
01/24/2021
0
0
sideline
Togo
all
01/25/2021
0
0
autonomous
Togo
all
01/26/2021
0
0
universiteit
Togo
all
01/27/2021
0
0
bettors
Togo
all
01/28/2021
0
0
formalism
Togo
all
01/29/2021
0
0
paez
Togo
all
01/30/2021
0
0
profit-sharing
Togo
all
01/31/2021
0
0
authentically
Togo
all
02/01/2021
0
0
demagogic
Togo
all
02/02/2021
0
0
acclaimed
Togo
all
02/03/2021
0
0
cd
Togo
all
02/04/2021
0
0
lambasting
Togo
all
02/05/2021
0
0
legarrette
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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