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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
Louisiana
04/15/2021
0
0
o'fallon
United States
Louisiana
04/16/2021
1353.821045
1450.001532
icco
United States
Louisiana
04/17/2021
0
0
ohh
United States
Louisiana
04/18/2021
0
0
april/may
United States
Louisiana
04/19/2021
0
0
safehouse
United States
Louisiana
04/20/2021
0
0
under-aged
United States
Louisiana
04/21/2021
0
0
fifty-fifth
United States
Louisiana
04/22/2021
0
0
lamp
United States
Louisiana
04/23/2021
1270.053509
1374.755935
bushes
United States
Louisiana
04/24/2021
0
0
lanting
United States
Louisiana
04/25/2021
0
0
salaam
United States
Louisiana
04/26/2021
0
0
preparatory
United States
Louisiana
04/27/2021
0
0
paternal
United States
Louisiana
01/18/2021
0
0
linan-thompson
United States
Louisiana
01/19/2021
1079.11302
1059.362299
leucine
United States
Louisiana
01/20/2021
0
0
crescent
United States
Louisiana
01/21/2021
0
0
longingly
United States
Louisiana
01/22/2021
2908.000955
2828.371998
big-game
United States
Louisiana
01/23/2021
0
0
geometer
United States
Louisiana
01/24/2021
0
0
michaela
United States
Louisiana
01/25/2021
0
0
dkny
United States
Louisiana
01/26/2021
916.4082574
880.4564144
deaton
United States
Louisiana
01/27/2021
0
0
echelon
United States
Louisiana
01/28/2021
0
0
stalled
United States
Louisiana
01/29/2021
2790.743797
2656.983659
headstone
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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