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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
Georgia
01/20/2021
436.5030433
433.3579988
scorecard
United States
Georgia
01/21/2021
952.8651675
941.9043842
kleinfeld
United States
Georgia
01/22/2021
441.9289529
434.962471
snapped
United States
Georgia
01/23/2021
550.8387388
539.82854
nixon
United States
Georgia
01/24/2021
0
0
crisscross
United States
Georgia
01/25/2021
0
0
rabelo
United States
Georgia
01/26/2021
671.9991537
650.1954449
hiv
United States
Georgia
01/27/2021
321.059081
309.3312403
egotism
United States
Georgia
01/28/2021
857.683841
822.8817169
retort
United States
Georgia
01/29/2021
335.5789245
320.6150398
chops
United States
Georgia
01/30/2021
452.0699967
430.1119695
mcclelland
United States
Georgia
01/31/2021
0
0
back-alley
United States
Georgia
02/01/2021
0
0
eiger
United States
Georgia
02/02/2021
579.8269121
544.8526889
bistro
United States
Georgia
02/03/2021
222.4994551
208.2217545
peb
United States
Georgia
02/04/2021
778.8726096
725.9175502
shed
United States
Georgia
02/05/2021
245.1146108
227.5207523
bpp
United States
Georgia
02/06/2021
368.69215
340.842572
nuance
United States
Georgia
02/07/2021
0
0
grissom
United States
Georgia
02/08/2021
0
0
lier
United States
Georgia
02/09/2021
502.7614329
459.2072803
sherriff
United States
Georgia
02/10/2021
138.5709574
126.062318
priceless
United States
Georgia
02/11/2021
706.7759059
647.1669772
idleness
United States
Georgia
02/12/2021
164.8642423
151.9501301
cubic
United States
Georgia
02/13/2021
289.3116714
268.4103426
diagnosis
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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