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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
Switzerland
all
12/28/2020
6058.926289
6394.817964
mosques
Switzerland
all
12/29/2020
1256.565266
1320.57745
steels
Switzerland
all
12/30/2020
1918.080856
2007.24287
waving
Switzerland
all
12/31/2020
1573.201807
1639.379306
betts
Switzerland
all
01/01/2021
1403.20066
1456.077655
invalid
Switzerland
all
01/02/2021
0
0
parables
Switzerland
all
01/03/2021
0
0
awakened
Switzerland
all
01/04/2021
5787.944471
5931.221966
westgate
Switzerland
all
01/05/2021
847.3913473
864.7766067
bayou
Switzerland
all
01/06/2021
1541.545022
1566.692038
anti-war
Switzerland
all
01/07/2021
1198.164624
1212.71514
global
Switzerland
all
01/08/2021
1035.159879
1043.450685
is/was
Switzerland
all
01/09/2021
0
0
overwhelmed
Switzerland
all
01/10/2021
0
0
cine
Switzerland
all
01/11/2021
5555.319227
5532.014912
sagely
Switzerland
all
01/12/2021
477.6882525
473.7723545
song-and-dance
Switzerland
all
01/13/2021
1204.583866
1189.926249
mwt
Switzerland
all
01/14/2021
862.8154152
848.9179332
moni
Switzerland
all
01/15/2021
706.757589
692.6119933
neutralized
Switzerland
all
01/16/2021
0
0
carcinogenesis
Switzerland
all
01/17/2021
0
0
deactivate
Switzerland
all
01/18/2021
5290.297208
5193.647548
fuqua
Sweden
all
04/09/2021
0
0
wondering
Sweden
all
04/10/2021
0
0
zuerlein
Sweden
all
04/11/2021
0
0
pythagorean
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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