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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
Iowa
03/11/2021
0
0
intervals
United States
Iowa
03/12/2021
0
0
tampons
United States
Iowa
03/13/2021
0
0
tua
United States
Iowa
03/14/2021
0
0
telescope
United States
Iowa
03/15/2021
0
0
imaginations
United States
Iowa
03/16/2021
0
0
generational
United States
Iowa
03/17/2021
512.0814556
496.9370965
attributing
United States
Iowa
03/18/2021
0
0
hurriedly
United States
Iowa
03/19/2021
0
0
cvi
United States
Iowa
03/20/2021
0
0
price/performance
United States
Iowa
03/21/2021
0
0
brownlee
United States
Iowa
03/22/2021
0
0
debugging
United States
Iowa
03/23/2021
0
0
gaffs
United States
Iowa
03/24/2021
475.6914508
462.2781806
trojans
United States
Iowa
03/25/2021
0
0
ambidextrous
United States
Iowa
03/26/2021
0
0
purloined
United States
Iowa
03/27/2021
0
0
wark
United States
Iowa
03/28/2021
0
0
c-section
United States
Iowa
03/29/2021
0
0
acetaminophen
United States
Iowa
03/30/2021
0
0
alotof
United States
Iowa
03/31/2021
441.8158977
429.9678086
bmw
United States
Iowa
04/01/2021
0
0
thad
United States
Iowa
04/02/2021
0
0
escalante
United States
Iowa
04/03/2021
0
0
fruit
United States
Iowa
04/04/2021
0
0
sulawesi
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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