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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
Oregon
03/22/2021
0
0
tini
United States
Oregon
03/23/2021
0
0
angela
United States
Oregon
03/24/2021
0
0
hypoglycemia
United States
Oregon
03/25/2021
0
0
nazario
United States
Oregon
03/26/2021
1012.574862
1034.449815
eazy-e
United States
Oregon
03/27/2021
324.6459504
331.8738472
nerves
United States
Oregon
03/28/2021
242.8640979
248.4318624
installing
United States
Oregon
03/29/2021
0
0
dollmaker
United States
Oregon
03/30/2021
0
0
secret
United States
Oregon
03/31/2021
0
0
phylicia
United States
Oregon
04/01/2021
0
0
lumen
United States
Oregon
04/02/2021
962.9283507
988.2011735
lbj
United States
Oregon
04/03/2021
279.067109
286.5774912
zips
United States
Oregon
04/04/2021
199.6425585
204.3385992
drf
United States
Oregon
04/05/2021
0
0
caliber
United States
Oregon
12/27/2020
1559.597043
1466.405941
rimes
United States
Oregon
12/28/2020
1204.441208
1132.619907
romney
United States
Oregon
12/29/2020
1004.787584
944.9952556
rostow
United States
Oregon
12/30/2020
1132.418212
1065.170192
disrupting
United States
Oregon
12/31/2020
0
0
underpay
United States
Oregon
01/01/2021
2283.163981
2148.141412
rittle
United States
Oregon
01/02/2021
1530.465984
1440.145122
oddball
United States
Oregon
01/03/2021
1426.383819
1342.381013
gabi
United States
Oregon
01/04/2021
1069.644883
1006.782929
kibble
United States
Oregon
01/05/2021
869.1693596
818.1962197
blow-up
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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