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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
Connecticut
05/15/2021
0
0
britneys
United States
Connecticut
05/16/2021
0
0
willards
United States
Connecticut
05/17/2021
1161.350146
1157.359638
unethically
United States
Connecticut
05/18/2021
0
0
connectedness
United States
Connecticut
05/19/2021
0
0
matador
United States
Connecticut
05/20/2021
0
0
nantucket
United States
Connecticut
05/21/2021
0
0
operetta
United States
Connecticut
05/22/2021
0
0
anti-russian
United States
Connecticut
05/23/2021
0
0
pagano
United States
Connecticut
05/24/2021
1095.577794
1098.579065
bullfinch
United States
Connecticut
05/25/2021
0
0
gloating
United States
Connecticut
05/26/2021
0
0
alana
United States
Connecticut
05/27/2021
0
0
andrs
United States
Connecticut
02/17/2021
0
0
bork
United States
Connecticut
02/18/2021
0
0
nitrates
United States
Connecticut
02/19/2021
1106.758246
1084.348181
run-throughs
United States
Connecticut
02/20/2021
0
0
induce
United States
Connecticut
02/21/2021
0
0
montero
United States
Connecticut
02/22/2021
2361.909861
2315.267663
flare
United States
Connecticut
02/23/2021
0
0
reestablished
United States
Connecticut
02/24/2021
0
0
pakistan
United States
Connecticut
02/25/2021
0
0
phonemic
United States
Connecticut
02/26/2021
952.4703048
934.297898
ypd
United States
Connecticut
02/27/2021
0
0
fated
United States
Connecticut
02/28/2021
0
0
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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