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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
Virginia
06/05/2021
423.2604904
412.9324209
record-company
United States
Virginia
06/06/2021
0
0
without
United States
Virginia
06/07/2021
0
0
inheritors
United States
Virginia
06/08/2021
0
0
dombrowski
United States
Virginia
06/09/2021
16.97419492
16.61499233
marinum
United States
Virginia
06/10/2021
0
0
clambering
United States
Virginia
06/11/2021
0
0
mcclancy
United States
Virginia
06/12/2021
404.7006268
397.1254859
reapers
United States
Virginia
06/13/2021
0
0
meets
United States
Virginia
06/14/2021
0
0
rioux
United States
Virginia
06/15/2021
0
0
suffield
United States
Virginia
06/16/2021
1.391865833
1.370374807
winona
United States
Virginia
06/17/2021
0
0
cmap
United States
Virginia
06/18/2021
0
0
ifhe
United States
Virginia
06/19/2021
387.4671626
382.4425049
irregularities
United States
Washington
12/22/2020
2315.98051
2260.602314
trucking
United States
Washington
12/23/2020
2071.920444
2026.392954
everly
United States
Washington
12/24/2020
1265.75194
1240.401343
athens-clarke
United States
Washington
12/25/2020
1629.611734
1600.156731
hard-to-reach
United States
Washington
12/26/2020
1345.2757
1323.598163
mjg
United States
Washington
12/27/2020
1508.188799
1486.855556
mohammedan
United States
Washington
12/28/2020
1694.026036
1673.412852
escapism
United States
Washington
12/29/2020
2058.369887
2037.408601
nil
United States
Washington
12/30/2020
1818.341395
1803.447858
cruisin
United States
Washington
12/31/2020
1024.626734
1018.284322
krzyzewski
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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