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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 Arab Emirates
all
01/25/2021
953.8144934
1080.377227
eponymous
United Arab Emirates
all
01/26/2021
1158.774207
1304.286598
relatives
United Arab Emirates
all
01/27/2021
1145.423298
1281.209287
dbc
United Arab Emirates
all
01/28/2021
1151.358993
1279.85747
post-debate
United Arab Emirates
all
01/29/2021
1129.634176
1247.964351
mcclary
United Arab Emirates
all
01/30/2021
1099.273085
1206.979722
celtic
United Arab Emirates
all
01/31/2021
1096.023529
1196.081006
dumbwaiter
United Arab Emirates
all
02/01/2021
960.976842
1042.35605
half-wall
United Arab Emirates
all
02/02/2021
1173.779581
1265.517323
spender
United Arab Emirates
all
02/03/2021
1158.441038
1241.508175
voted
United Arab Emirates
all
02/04/2021
1163.258218
1239.257133
leeuw
United Arab Emirates
all
02/05/2021
1139.227999
1206.4823
walloped
United Arab Emirates
all
02/06/2021
1106.237471
1164.65918
aweigh
Ukraine
all
04/28/2021
364.7929332
343.6084713
pilgrims
Ukraine
all
04/29/2021
1710.116572
1613.034265
imo
Ukraine
all
04/30/2021
2435.486029
2303.356671
furrows
Ukraine
all
05/01/2021
2354.05477
2232.30165
schrader
Ukraine
all
05/02/2021
0
0
bloodbath
Ukraine
all
05/03/2021
0
0
siobhan
Ukraine
all
05/04/2021
0
0
kasper
Ukraine
all
05/05/2021
165.0657099
158.2222384
jed
Ukraine
all
05/06/2021
1490.850758
1432.91794
fc
Ukraine
all
05/07/2021
2208.217485
2128.181576
razorback
Ukraine
all
05/08/2021
2133.56465
2061.84275
ratty
Ukraine
all
05/09/2021
0
0
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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