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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
Indiana
05/30/2021
0
0
turbinado
United States
Indiana
05/31/2021
135.9027233
137.1420702
overtones
United States
Indiana
06/01/2021
0
0
apocalypse
United States
Indiana
06/02/2021
0
0
pigtails
United States
Indiana
06/03/2021
111.3870106
111.1559724
staab
United States
Indiana
06/04/2021
0
0
bigot
United States
Indiana
06/05/2021
0
0
drones
United States
Indiana
06/06/2021
0
0
lickety
United States
Indiana
06/07/2021
125.6416599
123.5537109
murphy
United States
Indiana
06/08/2021
0
0
phrygia
United States
Indiana
06/09/2021
0
0
determines
United States
Indiana
06/10/2021
101.0609074
98.30688127
condolence
United States
Indiana
06/11/2021
0
0
neutralizes
United States
Indiana
06/12/2021
0
0
jingoists
United States
Indiana
06/13/2021
0
0
notebook
United States
Indiana
06/14/2021
116.1767973
111.4047528
keyboards
United States
Indiana
06/15/2021
0
0
resistent
United States
Indiana
06/16/2021
0
0
aftershocks
United States
Indiana
06/17/2021
91.50365229
86.81967372
chlamydia
United States
Indiana
06/18/2021
0
0
piano-playing
United States
Indiana
06/19/2021
0
0
animal-assisted
United States
Iowa
12/22/2020
719.8681547
677.8726965
aeroplanes
United States
Iowa
12/23/2020
1452.149307
1367.810296
resemblance
United States
Iowa
12/24/2020
33.04820516
31.13736978
affectionate
United States
Iowa
12/25/2020
0
0
marksmen
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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