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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
Colorado
01/15/2021
502.3882127
528.2626937
measurably
United States
Colorado
01/16/2021
642.4769189
671.3803056
bur
United States
Colorado
01/17/2021
0
0
bissonette
United States
Colorado
01/18/2021
622.5271499
642.5698121
elaborate
United States
Colorado
01/19/2021
0
0
adopting
United States
Colorado
01/20/2021
88.84365052
90.59504661
photograph
United States
Colorado
01/21/2021
2039.782971
2067.492543
whirring
United States
Colorado
01/22/2021
340.6226362
343.1872274
gender-based
United States
Colorado
01/23/2021
493.8344023
494.597678
gaz
United States
Colorado
01/24/2021
0
0
orbiting
United States
Colorado
01/25/2021
478.4787566
473.5931457
sighted
United States
Colorado
01/26/2021
0
0
acclimation
United States
Colorado
01/27/2021
0
0
electrocuted
United States
California
04/18/2021
0
0
defibrillators
United States
California
04/19/2021
0
0
waggoner
United States
California
04/20/2021
2047.354407
2017.952134
monasticism
United States
California
04/21/2021
955.7722874
943.7016206
bll
United States
California
04/22/2021
0
0
greenhouse-gas
United States
California
04/23/2021
0
0
kohl
United States
California
04/24/2021
0
0
whence
United States
California
04/25/2021
0
0
chef
United States
California
04/26/2021
0
0
stifles
United States
California
04/27/2021
1898.387393
1894.384083
peaches
United States
California
04/28/2021
825.4274025
825.1520775
toile
United States
California
04/29/2021
0
0
maharaja
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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