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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
Illinois
04/15/2021
1088.430395
1150.931964
dick
United States
Illinois
04/16/2021
0
0
elis
United States
Illinois
04/17/2021
0
0
atlantean
United States
Illinois
04/18/2021
0
0
decays
United States
Illinois
04/19/2021
0
0
opt
United States
Illinois
04/20/2021
0
0
rehabilitated
United States
Illinois
04/21/2021
0
0
balked
United States
Illinois
04/22/2021
1008.668041
1079.644295
hulk
United States
Illinois
04/23/2021
0
0
controllers
United States
Illinois
04/24/2021
0
0
edwidge
United States
Illinois
04/25/2021
0
0
wreaks
United States
Illinois
04/26/2021
0
0
partway
United States
Illinois
04/27/2021
0
0
tessmer
United States
Illinois
01/18/2021
0
0
lubinski
United States
Illinois
01/19/2021
0
0
roadie
United States
Illinois
01/20/2021
2028.99086
2026.187948
gun-related
United States
Illinois
01/21/2021
3086.134798
3079.797685
instituted
United States
Illinois
01/22/2021
0
0
deliverability
United States
Illinois
01/23/2021
0
0
shames
United States
Illinois
01/24/2021
0
0
renner
United States
Illinois
01/25/2021
0
0
primates
United States
Illinois
01/26/2021
0
0
bondo
United States
Illinois
01/27/2021
1733.376577
1722.861234
rousing
United States
Illinois
01/28/2021
2812.719199
2793.783729
intends
United States
Illinois
01/29/2021
0
0
mall
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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