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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
Switzerland
all
05/27/2021
0
0
pandemic
Switzerland
all
05/28/2021
0
0
devotee
Switzerland
all
05/29/2021
0
0
bluffton
Switzerland
all
05/30/2021
0
0
csm
Switzerland
all
05/31/2021
2096.496778
2144.376939
wavy
Switzerland
all
06/01/2021
0
0
biomimicry
Switzerland
all
06/02/2021
0
0
harvested
Switzerland
all
06/03/2021
0
0
love-hate
Switzerland
all
06/04/2021
0
0
pug
Switzerland
all
06/05/2021
0
0
lacquer
Switzerland
all
06/06/2021
0
0
ian
Switzerland
all
06/07/2021
1976.637109
2042.723968
pervaded
Switzerland
all
06/08/2021
0
0
pradesh
Switzerland
all
06/09/2021
0
0
ashtray
Switzerland
all
06/10/2021
0
0
janni
Switzerland
all
06/11/2021
0
0
didn't
Switzerland
all
06/12/2021
0
0
nein
Switzerland
all
06/13/2021
0
0
spindle
Switzerland
all
06/14/2021
1862.963076
1945.402221
direction
Switzerland
all
06/15/2021
0
0
incentive
Switzerland
all
06/16/2021
0
0
housewife
Switzerland
all
06/17/2021
0
0
jubilation
Switzerland
all
03/10/2021
0
0
grayson
Switzerland
all
03/11/2021
0
0
eight-page
Switzerland
all
03/12/2021
0
0
cleef
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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