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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
12/26/2020
1267.428462
1306.162905
thurmond
United States
Georgia
12/27/2020
247.8423869
255.2193426
roses
United States
Georgia
12/28/2020
376.5951535
387.5048138
maher
United States
Georgia
12/29/2020
1326.752415
1364.133561
interrupting
United States
Georgia
12/30/2020
970.0172268
996.5781117
chinaman
United States
Georgia
12/31/2020
1445.335262
1483.766783
powers
United States
Georgia
01/01/2021
932.745487
956.8097875
alcaraz
United States
Georgia
01/02/2021
1016.273819
1041.690862
eisenstadt
United States
Georgia
01/03/2021
0.02749692035
0.02816294677
using
United States
Georgia
01/04/2021
138.7134251
141.9641584
romans
United States
Georgia
01/05/2021
1102.862562
1127.841435
seriously
United States
Georgia
01/06/2021
752.2372906
768.6846368
book-buying
United States
Georgia
01/07/2021
1238.118742
1264.219796
pre-pregnancy
United States
Florida
03/29/2021
0
0
planum
United States
Florida
03/30/2021
0
0
beekman
United States
Florida
03/31/2021
0
0
settle
United States
Florida
04/01/2021
0
0
eradicated
United States
Florida
04/02/2021
5545.306728
5837.862055
beg
United States
Florida
04/03/2021
0
0
program
United States
Florida
04/04/2021
0
0
irreplaceability
United States
Florida
04/05/2021
0
0
this:likebe
United States
Florida
04/06/2021
0
0
heres
United States
Florida
04/07/2021
0
0
filmmaking
United States
Florida
04/08/2021
0
0
overcharging
United States
Florida
04/09/2021
5362.090433
5540.331718
exothermic
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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