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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
all
03/11/2021
9202.882547
0
privately-owned
United States
all
03/12/2021
38674.90303
32399.8377
reshaping
United States
all
03/13/2021
6407.902638
0
angsty
United States
all
03/14/2021
2699.662305
0
corrugated
United States
all
03/15/2021
6566.787467
0
peds
United States
all
03/16/2021
10822.38167
0
restored
United States
all
03/17/2021
8221.193422
6989.041836
zinc
United States
all
03/18/2021
8411.933708
0
errands
United States
all
03/19/2021
36114.67854
30449.32841
ill-concealed
United States
all
03/20/2021
5278.386534
0
vacancies
United States
all
03/21/2021
2393.000536
0
hotcakes
United States
all
03/22/2021
5944.72573
0
bush/cheney
United States
all
03/23/2021
9951.44603
0
analysed
United States
all
03/24/2021
7026.580757
5131.492126
wingate
United States
all
03/25/2021
7698.177097
0
predoctoral
United States
all
03/26/2021
33737.99451
28683.33703
webelos
United States
all
03/27/2021
4408.327821
0
five-foot-tall
United States
all
03/28/2021
2116.549449
0
authenticated
United States
all
03/29/2021
5411.414794
0
storybook
United States
all
03/30/2021
9192.240312
0
thousands
United States
all
03/31/2021
5992.992634
3450.110172
coincided
United States
all
04/01/2021
7050.85387
0
participated
United States
all
04/02/2021
31556.16007
27085.19337
slid
United States
all
04/03/2021
3801.226558
0
unaggressive
United States
all
04/04/2021
1885.611069
0
moet
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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