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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
Kansas
01/15/2021
1848.186096
1703.763656
speak
United States
Kansas
01/16/2021
0
0
extravagant
United States
Kansas
01/17/2021
0
0
avoided
United States
Kansas
01/18/2021
1406.560597
1300.022043
marconi
United States
Kansas
01/19/2021
0
0
duel
United States
Kansas
01/20/2021
1965.387123
1819.677477
perverseness
United States
Kansas
01/21/2021
0
0
cartoonish
United States
Kansas
01/22/2021
1506.695457
1397.420623
mitin
United States
Kansas
01/23/2021
0
0
nachman
United States
Kansas
01/24/2021
0
0
sappiness
United States
Kansas
01/25/2021
1086.616109
1010.446471
rove
United States
Kansas
01/26/2021
0
0
quadrupole
United States
Kansas
01/27/2021
1660.6259
1546.919216
daisy
United States
Iowa
04/18/2021
0
0
overweening
United States
Iowa
04/19/2021
0
0
responsibility
United States
Iowa
04/20/2021
0
0
bdnf
United States
Iowa
04/21/2021
355.2836691
345.6719111
petraus
United States
Iowa
04/22/2021
0
0
farish
United States
Iowa
04/23/2021
0
0
postion
United States
Iowa
04/24/2021
0
0
antietam
United States
Iowa
04/25/2021
0
0
liquify
United States
Iowa
04/26/2021
0
0
engorged
United States
Iowa
04/27/2021
0
0
originality
United States
Iowa
04/28/2021
330.384228
321.3395983
sausage
United States
Iowa
04/29/2021
0
0
d-nev
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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