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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
Oregon
01/06/2021
996.2369114
937.9345464
mentioned
United States
Oregon
01/07/2021
0
0
usada
United States
Oregon
01/08/2021
2144.581989
2019.604204
militarized
United States
Oregon
01/09/2021
1390.208429
1309.363996
gagh
United States
Oregon
01/10/2021
1285.451367
1210.8574
macgowan
United States
Oregon
01/11/2021
928.628658
874.8554713
absent-minded
United States
Oregon
01/12/2021
728.6915606
686.5858639
soul-stirring
United States
Oregon
01/13/2021
856.4484245
807.0663268
wolpe
United States
Oregon
01/14/2021
0
0
fabricators
United States
Oregon
01/15/2021
2003.976684
1888.924022
wilkerson
United States
Oregon
01/16/2021
1247.550978
1177.678034
cannibalistic
United States
Oregon
01/17/2021
1141.826289
1079.482793
subcontracting
United States
Oregon
01/18/2021
785.8492354
744.0520191
surles
United States
Oregon
01/19/2021
587.3680559
556.9596543
iraqi
United States
Oregon
01/20/2021
714.9496306
678.9521677
sterman
United States
Oregon
01/21/2021
0
0
maja
United States
Oregon
01/22/2021
1849.788683
1761.933126
mushes
United States
Oregon
01/23/2021
1101.286279
1050.559819
redder
United States
Oregon
01/24/2021
997.9047483
953.3752779
patchin
United States
Oregon
01/25/2021
647.0945603
619.1527014
fanbase
United States
Oregon
01/26/2021
452.6613664
433.7701567
gaston
United States
Oregon
01/27/2021
581.1432471
557.7333886
rsc
United States
Oregon
01/28/2021
0
0
eardrums
United States
Oregon
01/29/2021
1706.145911
1642.392783
desk-top
United States
Oregon
01/30/2021
966.1713514
931.4836163
parametrically
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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