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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
Arkansas
01/25/2021
0
0
intensifying
United States
Arkansas
01/26/2021
385.3511505
376.2211222
consents
United States
Arkansas
01/27/2021
289.5166854
283.8535713
mri
United States
Arkansas
01/28/2021
727.9841281
716.7780629
biophysics
United States
Arkansas
01/29/2021
0
0
patrolled
United States
Arkansas
01/30/2021
0
0
whistled
United States
Arkansas
01/31/2021
0
0
characterizing
United States
Arkansas
02/01/2021
0
0
alan
United States
Arkansas
02/02/2021
301.0792487
302.8815473
bitburg
United States
Arkansas
02/03/2021
212.0624043
214.2623203
infect
United States
Arkansas
02/04/2021
641.2993492
650.7906655
buffoons
United States
Arkansas
02/05/2021
0
0
mid-day
United States
Arkansas
02/06/2021
0
0
buchman
United States
Arizona
04/28/2021
0
0
prerenal
United States
Arizona
04/29/2021
0
0
banjo
United States
Arizona
04/30/2021
126.9524157
120.4546438
estrus
United States
Arizona
05/01/2021
0
0
donnelly
United States
Arizona
05/02/2021
0
0
tendencies
United States
Arizona
05/03/2021
0
0
hezbollah
United States
Arizona
05/04/2021
302.6261217
286.2608155
outdoorsy
United States
Arizona
05/05/2021
0
0
homebuilder
United States
Arizona
05/06/2021
0
0
language
United States
Arizona
05/07/2021
107.010557
100.9925775
smurfs
United States
Arizona
05/08/2021
0
0
microarrays
United States
Arizona
05/09/2021
0
0
hermitage
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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