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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
Sudan
all
03/03/2021
1550.922085
1514.834453
mayhem
Sudan
all
03/04/2021
1578.52105
1539.063816
backhoes
Sudan
all
03/05/2021
1394.535938
1357.276645
soul
Sudan
all
03/06/2021
1982.630997
1926.25743
coomer
Sudan
all
03/07/2021
1455.583934
1411.707779
subdivide
Sudan
all
03/08/2021
1905.655529
1844.966214
itar
Sudan
all
03/09/2021
1929.52186
1877.435287
committeth
Sudan
all
03/10/2021
1767.515582
1728.465395
darnell
Sudan
all
03/11/2021
1786.839104
1756.208484
stockbroker
Sudan
all
03/12/2021
1597.367823
1577.974102
tyrol
Sudan
all
03/13/2021
2165.961164
2150.607552
separately
Sudan
all
03/14/2021
1642.854204
1639.594478
ataturk
Sudan
all
03/15/2021
2070.018204
2076.586321
upstairs
Sudan
all
03/16/2021
2095.140389
2112.705438
pecks
Sudan
all
03/17/2021
1940.929295
1967.420766
finalized
Sudan
all
03/18/2021
1961.724284
1998.93678
shuffler
Sudan
all
03/19/2021
1781.148832
1824.512407
plouffe
Sudan
all
03/20/2021
2331.622509
2401.05695
niamey
Sudan
all
03/21/2021
1829.297357
1893.818523
zegna
Sudan
all
03/22/2021
2243.223973
2334.795634
immobile
Sudan
all
03/23/2021
2269.425411
2374.798764
lindgren
Sudan
all
03/24/2021
2122.821237
2233.42621
ldn
Sudan
all
03/25/2021
2144.892031
2268.943388
tsubasa
Sudan
all
03/26/2021
1973.007943
2098.553246
mud-wrestling
Sudan
all
03/27/2021
2505.150201
2679.23557
gluts
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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