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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
West Virginia
03/11/2021
235.7073756
224.5332815
d-mn
United States
West Virginia
03/12/2021
0
0
twelve-month
United States
West Virginia
03/13/2021
0
0
call-center
United States
West Virginia
03/14/2021
246.393627
235.6727127
bahamian
United States
West Virginia
03/15/2021
0
0
issuer
United States
West Virginia
03/16/2021
10.40763792
9.98199976
contain
United States
West Virginia
03/17/2021
43.17398715
41.46498658
geometries
United States
West Virginia
03/18/2021
214.8647835
206.6423898
amaryllis
United States
West Virginia
03/19/2021
0
0
tway
United States
West Virginia
03/20/2021
0
0
anomalies
United States
West Virginia
03/21/2021
226.1038476
218.3491196
dauphin
United States
West Virginia
03/22/2021
0
0
boccardi
United States
West Virginia
03/23/2021
0
0
rutledge
United States
West Virginia
03/24/2021
25.82353989
25.04124901
nettles
United States
West Virginia
03/25/2021
196.4788635
190.7904408
goalscoring
United States
West Virginia
03/26/2021
0
0
mourner
United States
West Virginia
03/27/2021
0
0
imaginations
United States
West Virginia
03/28/2021
208.1931822
203.0083787
darline
United States
West Virginia
03/29/2021
0
0
middle-income
United States
West Virginia
03/30/2021
0
0
pollen
United States
West Virginia
03/31/2021
10.41091895
10.19414385
conjoining
United States
West Virginia
04/01/2021
179.9682547
176.467214
allthingsd
United States
West Virginia
04/02/2021
0
0
lfp
United States
West Virginia
04/03/2021
0
0
abyan
United States
West Virginia
04/04/2021
192.2268712
189.1539373
violins
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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