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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
South Carolina
12/22/2020
1014.54983
963.435765
listenin
United States
South Carolina
12/23/2020
1014.422319
965.0091796
hmd
United States
South Carolina
12/24/2020
0
0
resnick
United States
South Carolina
12/25/2020
1548.421852
1478.197662
xy
United States
South Carolina
12/26/2020
1091.116534
1043.474088
forgiveness
United States
South Carolina
12/27/2020
487.382068
466.9267437
psychiatrists
United States
South Carolina
12/28/2020
632.7454273
607.2650013
klinenberg
United States
South Carolina
12/29/2020
825.1963353
793.3739358
finery
United States
South Carolina
12/30/2020
829.2974955
798.7369326
sneak
United States
South Carolina
12/31/2020
0
0
full-resolution
United States
South Carolina
01/01/2021
1360.673689
1315.216004
kuehn
United States
South Carolina
01/02/2021
912.7608951
883.8469043
medeiros
United States
South Carolina
01/03/2021
320.7043582
311.1022808
touchiness
United States
South Carolina
01/04/2021
468.9866547
455.7624376
tls
United States
South Carolina
01/05/2021
663.5386231
645.9893606
reorganizing
United States
Rhode Island
03/27/2021
0
0
crawling
United States
Rhode Island
03/28/2021
0
0
scribble
United States
Rhode Island
03/29/2021
642.4965977
710.0331592
divorced
United States
Rhode Island
03/30/2021
0
0
heat-related
United States
Rhode Island
03/31/2021
0
0
short-distance
United States
Rhode Island
04/01/2021
0
0
reinforcement
United States
Rhode Island
04/02/2021
0
0
ritual
United States
Rhode Island
04/03/2021
0
0
sued
United States
Rhode Island
04/04/2021
0
0
pwoc
United States
Rhode Island
04/05/2021
572.3263832
655.1923133
learnings
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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