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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
Montana
06/10/2021
22.13205658
22.28854481
mchale
United States
Montana
06/11/2021
0
0
attempts
United States
Montana
06/12/2021
1.093551019
1.11287595
assassination
United States
Montana
06/13/2021
0
0
impaling
United States
Montana
06/14/2021
0
0
thorin
United States
Montana
06/15/2021
0
0
refers
United States
Montana
06/16/2021
0
0
outfitter
United States
Montana
06/17/2021
19.97057276
20.87278772
murdering
United States
Montana
06/18/2021
0
0
radio/tv
United States
Montana
06/19/2021
0
0
wheelchairs
United States
Nebraska
12/22/2020
0
0
distros
United States
Nebraska
12/23/2020
314.7286159
289.9601745
pojoaque
United States
Nebraska
12/24/2020
4073.841022
3771.111179
syphon
United States
Nebraska
12/25/2020
0
0
bagger
United States
Nebraska
12/26/2020
0
0
grates
United States
Montana
03/17/2021
0
0
schoolchildren
United States
Montana
03/18/2021
64.33482756
63.84309069
rug
United States
Montana
03/19/2021
0
0
anti-semitism
United States
Montana
03/20/2021
40.30486085
40.19198525
gaspar
United States
Montana
03/21/2021
0
0
weicker
United States
Montana
03/22/2021
0
0
boettcher
United States
Montana
03/23/2021
0
0
twelve-mile
United States
Montana
03/24/2021
0
0
parole
United States
Montana
03/25/2021
57.06642732
57.60946817
looove
United States
Montana
03/26/2021
0
0
edged
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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