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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 States
Georgia
04/05/2021
0
0
tribal
United States
Georgia
04/06/2021
140.4964618
138.3422799
anding
United States
Georgia
04/07/2021
0
0
ridenhour
United States
Georgia
04/08/2021
349.2639673
344.9666781
agua
United States
Georgia
04/09/2021
0
0
wide-set
United States
Georgia
04/10/2021
0
0
haas
United States
Georgia
04/11/2021
0
0
scandalous
United States
Georgia
04/12/2021
0
0
dawley
United States
Georgia
04/13/2021
118.262062
117.7121792
mona
United States
Georgia
04/14/2021
0
0
bittman
United States
Georgia
04/15/2021
325.7182924
325.2118922
stunningly
United States
Georgia
04/16/2021
0
0
kumar
United States
Georgia
04/17/2021
0
0
monsters
United States
Georgia
01/08/2021
730.271348
745.0951762
rochon
United States
Georgia
01/09/2021
821.7937917
837.8336569
cutout
United States
Georgia
01/10/2021
0
0
plebiscite
United States
Georgia
01/11/2021
0
0
amusing
United States
Georgia
01/12/2021
921.0442132
936.869971
gamespot
United States
Georgia
01/13/2021
575.3895193
584.8294842
saturday-morning
United States
Georgia
01/14/2021
1070.661176
1087.396903
shipyards
United States
Georgia
01/15/2021
566.4459725
574.8618757
seduction
United States
Georgia
01/16/2021
667.2563213
674.1736256
dispersion
United States
Georgia
01/17/2021
0
0
stacking
United States
Georgia
01/18/2021
0
0
kiosk
United States
Georgia
01/19/2021
781.5655682
779.3227307
dudgeon
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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