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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
Timor-Leste
all
06/16/2021
0
0
indigenes
Timor-Leste
all
06/17/2021
0
0
homemakers
Timor-Leste
all
06/18/2021
0
0
jaleel
Togo
all
06/19/2021
0
0
demonstrate
Togo
all
12/22/2020
0
0
stakeout
Togo
all
12/23/2020
0
0
over-the-air
Togo
all
12/24/2020
0
0
sui
Togo
all
12/25/2020
0
0
tomera
Togo
all
12/26/2020
0
0
sorkin
Togo
all
12/27/2020
0
0
electro-mechanical
Togo
all
12/28/2020
0
0
schmoo
Togo
all
12/29/2020
0
0
bl
Togo
all
12/30/2020
0
0
penultimate
Togo
all
12/31/2020
0
0
rapala
Togo
all
01/01/2021
0
0
edu
Togo
all
01/02/2021
0
0
glory
Togo
all
01/03/2021
0
0
donnie
Togo
all
01/04/2021
0
0
overlooked
Togo
all
01/05/2021
0
0
deeds
Togo
all
01/06/2021
0
0
goon
Togo
all
01/07/2021
0
0
subscribed
Togo
all
01/08/2021
0
0
zander
Timor-Leste
all
03/30/2021
0
0
zinoviev
Timor-Leste
all
03/31/2021
0
0
cedar
Timor-Leste
all
04/01/2021
0
0
cognizant
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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