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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
South Africa
all
06/11/2021
2384.212789
2291.029145
joblessness
South Africa
all
06/12/2021
2140.085648
2050.785735
companionway
South Africa
all
06/13/2021
1416.786501
1353.942944
stevie
South Africa
all
06/14/2021
1090.840291
1039.602254
mozambican
South Africa
all
06/15/2021
1615.041298
1534.981035
immobilizing
South Africa
all
06/16/2021
2338.991672
2216.99458
reince
South Africa
all
06/17/2021
2074.505008
1960.966766
thrash
South Africa
all
06/18/2021
2328.444358
2195.050915
costas
South Korea
all
06/19/2021
2079.506721
1955.083147
cern
South Korea
all
12/22/2020
869.4651713
864.8240266
gottlieb
South Korea
all
12/23/2020
1066.009628
1059.015944
belgrade
South Korea
all
12/24/2020
1049.857037
1041.688828
crept
South Korea
all
12/25/2020
967.1918398
958.4900135
estrangement
South Korea
all
12/26/2020
925.3580401
915.9094715
alvaro
South Korea
all
12/27/2020
851.5041983
841.7787752
sitting-room
South Korea
all
12/28/2020
923.8374416
912.1700679
steffen
South Korea
all
12/29/2020
987.0347478
973.3800209
botanists
South Korea
all
12/30/2020
1185.418259
1167.59432
barbell
South Korea
all
12/31/2020
1169.301273
1150.317703
nevi
South Korea
all
01/01/2021
1086.155604
1067.222792
assists/turnovers
South Korea
all
01/02/2021
1044.253728
1024.805351
socioemotional
South Korea
all
01/03/2021
970.1177162
950.8953678
deutch
South Korea
all
01/04/2021
1043.483131
1021.568078
sumptuously
South Korea
all
01/05/2021
1107.674435
1083.099201
renounce
South Korea
all
01/06/2021
1308.24173
1277.670769
workforces
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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