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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
Delaware
03/21/2021
46.33539443
43.29166383
marginally
United States
Delaware
03/22/2021
0
0
ciara
United States
Delaware
03/23/2021
0
0
coelho
United States
Delaware
03/24/2021
0
0
chooks
United States
Delaware
03/25/2021
47.47511405
44.64882442
to-read
United States
Delaware
03/26/2021
50.9414477
47.98785986
tblisi
United States
Delaware
03/27/2021
0
0
ramos-horta
United States
Delaware
03/28/2021
38.74358054
36.61808083
meiosis
United States
Delaware
03/29/2021
0
0
bahama
United States
Delaware
03/30/2021
0
0
penobscot
United States
Delaware
03/31/2021
0
0
maximize
United States
Delaware
04/01/2021
40.25210227
38.29747683
new-found
United States
Delaware
04/02/2021
44.0109047
41.94366145
pre-order
United States
Delaware
04/03/2021
0
0
farces
United States
Delaware
04/04/2021
32.30048492
30.86590608
garnishment
United States
Delaware
04/05/2021
0
0
stuntman
United States
Delaware
04/06/2021
0
0
beckwith
United States
Delaware
04/07/2021
0
0
refinanced
United States
Delaware
04/08/2021
34.21148039
32.82459945
citizens
United States
Delaware
04/09/2021
38.25010549
36.7367484
humpty
United States
Delaware
04/10/2021
0
0
sandbox
United States
Delaware
04/11/2021
26.92441781
25.91175077
catnap
United States
Delaware
04/12/2021
0
0
jansing
United States
Delaware
04/13/2021
0
0
dispatchers
United States
Delaware
04/14/2021
0
0
rags-to-riches
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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