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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
New Jersey
04/01/2021
328.5600494
340.4500655
eruption
United States
New Jersey
04/02/2021
0
0
evaporated
United States
New Jersey
04/03/2021
0
0
herei
United States
New Jersey
04/04/2021
499.4218121
517.9949948
sieve
United States
New Jersey
04/05/2021
0
0
coulee
United States
New Jersey
04/06/2021
13.6174054
14.01550019
singled
United States
New Jersey
04/07/2021
0
0
dilweg
United States
New Jersey
04/08/2021
299.5796452
305.9907255
undercooked
United States
New Jersey
04/09/2021
0
0
craic
United States
New Jersey
04/10/2021
0
0
passably
United States
New Jersey
04/11/2021
480.1280865
484.867106
pedigree
United States
New Jersey
04/12/2021
0
0
flossing
United States
New Jersey
04/13/2021
0
0
rebar
United States
New Jersey
04/14/2021
0
0
scorching
United States
New Jersey
04/15/2021
276.0916925
274.6825213
battery
United States
New Jersey
01/06/2021
1565.669868
1463.136023
exited
United States
New Jersey
01/07/2021
2004.296576
1868.994481
libeling
United States
New Jersey
01/08/2021
1556.406773
1448.213846
mountain-top
United States
New Jersey
01/09/2021
481.2348239
446.8195777
lulled
United States
New Jersey
01/10/2021
2083.056423
1929.939747
nostri
United States
New Jersey
01/11/2021
592.3328349
547.6184754
paddle
United States
New Jersey
01/12/2021
1473.849937
1359.681248
kamikaze
United States
New Jersey
01/13/2021
1247.221978
1148.156617
anais
United States
New Jersey
01/14/2021
1701.859936
1563.351742
frostbite
United States
New Jersey
01/15/2021
1255.991562
1151.322739
hemmer
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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