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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
Oklahoma
04/21/2021
0
0
chaplin
United States
Oklahoma
04/22/2021
0
0
undergarments
United States
Oklahoma
04/23/2021
0
0
bocca
United States
Oklahoma
04/24/2021
1212.329257
1418.969754
dipping
United States
Oklahoma
04/25/2021
0
0
lauryn
United States
Oklahoma
04/26/2021
0
0
unabomber
United States
Oklahoma
04/27/2021
0
0
gisele
United States
Oklahoma
04/28/2021
0
0
jogging
United States
Oklahoma
04/29/2021
0
0
seances
United States
Oklahoma
04/30/2021
0
0
deadening
United States
Oklahoma
05/01/2021
1138.949666
1330.430562
tackler
United States
Oklahoma
05/02/2021
0
0
pov
United States
Oklahoma
05/03/2021
0
0
bc
United States
Oklahoma
05/04/2021
0
0
dock
United States
Oklahoma
05/05/2021
0
0
exsanguinated
United States
Oklahoma
01/26/2021
0
0
sayed
United States
Oklahoma
01/27/2021
542.7621065
531.862614
consultants
United States
Oklahoma
01/28/2021
0
0
appeased
United States
Oklahoma
01/29/2021
0
0
jemele
United States
Oklahoma
01/30/2021
3035.388135
2985.353315
marbles
United States
Oklahoma
01/31/2021
0
0
gummint
United States
Oklahoma
02/01/2021
0
0
gallant
United States
Oklahoma
02/02/2021
0
0
tanner
United States
Oklahoma
02/03/2021
340.0287646
336.068925
oregonian
United States
Oklahoma
02/04/2021
0
0
non-starter
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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