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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
Somalia
all
04/02/2021
0
0
lfp
Somalia
all
04/03/2021
0
0
yes/no
Somalia
all
04/04/2021
0
0
veneers
Somalia
all
04/05/2021
0
0
successfully
Somalia
all
04/06/2021
0
0
kings
Somalia
all
04/07/2021
0
0
mid-1800s
Somalia
all
04/08/2021
0
0
donner
Somalia
all
04/09/2021
0
0
aps-c
Somalia
all
04/10/2021
0
0
burdon
Somalia
all
04/11/2021
0
0
concentrator
Somalia
all
04/12/2021
0
0
homeownership
Somalia
all
04/13/2021
0
0
jodi
Somalia
all
04/14/2021
0
0
chorale
Somalia
all
04/15/2021
0
0
wadi
Somalia
all
04/16/2021
0
0
epidermidis
Somalia
all
04/17/2021
0
0
koob
Somalia
all
04/18/2021
0
0
conflict-free
Somalia
all
04/19/2021
0
0
beca
Somalia
all
04/20/2021
0
0
effeminate
Somalia
all
04/21/2021
0
0
rembert
Somalia
all
04/22/2021
0
0
neutralizes
Somalia
all
04/23/2021
0
0
seismologist
Somalia
all
04/24/2021
0
0
zimmerman
Somalia
all
04/25/2021
0
0
hundredth
Somalia
all
04/26/2021
0
0
detonated
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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