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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
04/02/2021
0
0
claire
Timor-Leste
all
04/03/2021
0
0
positively
Timor-Leste
all
04/04/2021
0
0
mucormycosis
Timor-Leste
all
04/05/2021
0
0
mid-semester
Timor-Leste
all
04/06/2021
0
0
quizzed
Timor-Leste
all
04/07/2021
0
0
paratha
Timor-Leste
all
04/08/2021
0
0
dmc
Timor-Leste
all
04/09/2021
0
0
parallelism
Timor-Leste
all
04/10/2021
0
0
swahili
Timor-Leste
all
04/11/2021
0
0
dust
Timor-Leste
all
04/12/2021
0
0
instrumentalists
Timor-Leste
all
04/13/2021
0
0
camilla
Timor-Leste
all
04/14/2021
0
0
cyrano
Timor-Leste
all
04/15/2021
0
0
anarchic
Timor-Leste
all
04/16/2021
0
0
surrendered
Timor-Leste
all
04/17/2021
0
0
g-d
Timor-Leste
all
04/18/2021
0
0
satisfied
Timor-Leste
all
04/19/2021
0
0
dwarfed
Timor-Leste
all
04/20/2021
0
0
seemingly
Timor-Leste
all
04/21/2021
0
0
sakara
Timor-Leste
all
04/22/2021
0
0
broiled
Timor-Leste
all
04/23/2021
0
0
snowshoes
Timor-Leste
all
04/24/2021
0
0
stovall
Timor-Leste
all
04/25/2021
0
0
freebasing
Timor-Leste
all
04/26/2021
0
0
wage
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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