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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
North Dakota
03/12/2021
0
0
kogan
United States
North Dakota
03/13/2021
0
0
repast
United States
North Dakota
03/14/2021
0
0
gasping
United States
North Dakota
03/15/2021
0
0
marxian
United States
North Dakota
03/16/2021
0
0
arrangement
United States
North Dakota
03/17/2021
28.44941971
27.25903418
nymphs
United States
North Dakota
03/18/2021
0
0
flouting
United States
North Dakota
03/19/2021
0
0
sheridans
United States
North Dakota
03/20/2021
0
0
muffy
United States
North Dakota
03/21/2021
0
0
roll-top
United States
North Dakota
03/22/2021
0
0
globetrotters
United States
North Dakota
03/23/2021
0
0
r
United States
North Dakota
03/24/2021
26.26970471
24.52113723
annex
United States
North Dakota
03/25/2021
0
0
backstory
United States
North Dakota
03/26/2021
0
0
shaughnessy
United States
North Carolina
06/15/2021
0
0
dha
United States
North Carolina
06/16/2021
0
0
ofheo
United States
North Carolina
06/17/2021
0
0
proteomic
United States
North Carolina
06/18/2021
1843.413789
1787.136317
rosen
United States
North Carolina
06/19/2021
0
0
census
United States
North Dakota
12/22/2020
33.01240588
37.67886023
talky
United States
North Dakota
12/23/2020
163.3997518
185.8688273
worldliness
United States
North Dakota
12/24/2020
122.679221
139.0803226
second-tier
United States
North Dakota
12/25/2020
22.83041459
25.79603078
incredulity
United States
North Dakota
12/26/2020
0
0
shyster
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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