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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
United Kingdom
all
04/30/2021
19.16897036
0
retelling
United Kingdom
all
05/01/2021
0
906.9315286
narcan
United Kingdom
all
05/02/2021
0
0
silver-greenberg
United Kingdom
all
05/03/2021
4014.887713
0
napolitano
United Kingdom
all
05/04/2021
826.4628579
0
seve
United Kingdom
all
05/05/2021
1169.136363
1374.829863
guadalupe
United Kingdom
all
05/06/2021
52.99042845
1484.585108
repeatedly
United Kingdom
all
05/07/2021
8.330276934
0
tend
United Kingdom
all
05/08/2021
0
792.6903218
tafe
United Kingdom
all
05/09/2021
0
0
red-tailed
United Kingdom
all
05/10/2021
3871.483685
0
sucking
United Kingdom
all
05/11/2021
703.6633154
0
vision
United Kingdom
all
05/12/2021
1033.362531
1264.01155
jabotinsky
United Kingdom
all
05/13/2021
43.28389932
1377.063404
shellshocked
United Kingdom
all
05/14/2021
0
0
uttering
United Kingdom
all
05/15/2021
0
688.3634771
abortion
United Kingdom
all
05/16/2021
0
0
venerated
United Kingdom
all
05/17/2021
3737.519556
0
lodgings
United Kingdom
all
05/18/2021
589.5121432
0
verb
United Kingdom
all
05/19/2021
906.6653415
1162.820624
blyth
United Kingdom
all
05/20/2021
33.8961335
1278.89258
delaria
United Kingdom
all
05/21/2021
0
0
unequipped
United Kingdom
all
05/22/2021
0
593.1189745
concatenation
United Kingdom
all
05/23/2021
0
0
ruffles
United Kingdom
all
05/24/2021
3612.297037
0
wiping
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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