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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
Ohio
01/16/2021
0
0
replenished
United States
Ohio
01/17/2021
735.908114
641.2925673
boleyn
United States
Ohio
01/18/2021
0
0
moisture
United States
Ohio
01/19/2021
1969.413481
1739.131076
expertise
United States
Ohio
01/20/2021
4266.38452
3792.85057
promenade
United States
Ohio
01/21/2021
0
0
dropped
United States
Ohio
01/22/2021
10624.90725
9574.381162
overhauling
United States
Ohio
01/23/2021
0
0
swallow
United States
Ohio
01/24/2021
0
0
stravinsky
United States
Ohio
01/25/2021
0
0
wagon
United States
Ohio
01/26/2021
1149.283624
1064.674335
cheated
United States
Ohio
01/27/2021
3372.975555
3146.707166
brun
United States
Ohio
01/28/2021
0
0
jockeys
United States
Ohio
01/29/2021
9460.925777
8952.597993
sunk
United States
Ohio
01/30/2021
0
0
lawyers
United States
Ohio
01/31/2021
0
0
mouser
United States
Ohio
02/01/2021
0
0
gadamer
United States
Ohio
02/02/2021
471.6407992
459.4529137
silents
United States
Ohio
02/03/2021
2617.269003
2568.559582
youngerman
United States
Ohio
02/04/2021
0
0
magickal
United States
Ohio
02/05/2021
8430.187249
8397.962355
hopps
United States
Ohio
02/06/2021
0
0
gac
United States
Ohio
02/07/2021
0
0
orientation
United States
Ohio
02/08/2021
0
0
sierras
United States
Ohio
02/09/2021
0
0
little
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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