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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
Wisconsin
03/06/2021
60.33303697
52.45464764
war
United States
Wisconsin
03/07/2021
0
0
vienna
United States
Wisconsin
03/08/2021
0
0
reinvention
United States
Wisconsin
03/09/2021
337.1388315
291.2820573
power-sharing
United States
Wisconsin
03/10/2021
25.93922026
22.56239685
hollowell
United States
Wisconsin
03/11/2021
0
0
burnetii
United States
Wisconsin
03/12/2021
0
0
schmid
United States
Wisconsin
03/13/2021
29.72301877
26.38829136
actualize
United States
Wisconsin
03/14/2021
0
0
unyielding
United States
Wisconsin
03/15/2021
0
0
ziyang
United States
Wisconsin
03/16/2021
294.596946
267.0683496
lovell
United States
Wisconsin
03/17/2021
0.06249397548
0.0570558597
shoop
United States
Wisconsin
03/18/2021
0
0
drunker
United States
West Virginia
06/07/2021
0
0
kaster
United States
West Virginia
06/08/2021
0
0
tatti
United States
West Virginia
06/09/2021
0
0
mangal
United States
West Virginia
06/10/2021
83.76532133
79.03074066
thermal
United States
West Virginia
06/11/2021
0
0
carpeting
United States
West Virginia
06/12/2021
0
0
self-responsibility
United States
West Virginia
06/13/2021
101.3187983
95.07388953
gallon
United States
West Virginia
06/14/2021
0
0
gallos
United States
West Virginia
06/15/2021
0
0
wishing
United States
West Virginia
06/16/2021
0
0
handles
United States
West Virginia
06/17/2021
77.90190558
72.5757819
turtlenecks
United States
West Virginia
06/18/2021
0
0
murder-suicide
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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