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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
Maryland
01/20/2021
1069.008976
1020.033031
hanns
United States
Maryland
01/21/2021
708.1415952
678.4210463
kemosabe
United States
Maryland
01/22/2021
797.9764838
767.578275
tonsillectomies
United States
Maryland
01/23/2021
0
0
paraquat
United States
Maryland
01/24/2021
447.0834576
433.560103
handling
United States
Maryland
01/25/2021
385.9830691
375.8407239
trouncing
United States
Maryland
01/26/2021
0
0
migraine
United States
Maryland
01/27/2021
932.4434544
915.4396889
desirable
United States
Maryland
01/28/2021
584.9404758
576.6546633
stupidest
United States
Maryland
01/29/2021
675.5531007
668.7564649
sibby
United States
Maryland
01/30/2021
0
0
self-flagellation
United States
Maryland
01/31/2021
338.1359828
337.5446835
quentin
United States
Maryland
02/01/2021
282.0536288
282.7474623
clambers
United States
Maryland
02/02/2021
0
0
caplis
United States
Maryland
02/03/2021
816.2302064
825.1961504
falmouth
United States
Maryland
02/04/2021
481.5849214
488.9538928
pompous
United States
Maryland
02/05/2021
572.4359883
583.6874731
preceding
United States
Maryland
02/06/2021
0
0
lady
United States
Maryland
02/07/2021
247.9265191
254.9865578
zell
United States
Maryland
02/08/2021
196.3144716
202.7819067
repetitive
United States
Maryland
02/09/2021
0
0
turnstile
United States
Maryland
02/10/2021
717.6201242
747.7584383
handily
United States
Maryland
02/11/2021
398.7116176
413.7691658
clases
United States
Maryland
02/12/2021
494.2342449
510.8245386
amaze
United States
Maryland
02/13/2021
0
0
medecins
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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