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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 Dakota
02/05/2021
598.6126513
651.2451287
nunez
United States
South Dakota
02/06/2021
0
0
surpassing
United States
South Dakota
02/07/2021
0
0
schulhofer
United States
South Dakota
02/08/2021
0
0
citys
United States
South Dakota
02/09/2021
0
0
fahy
United States
South Dakota
02/10/2021
0
0
sheils
United States
South Dakota
02/11/2021
0
0
resign
United States
South Dakota
02/12/2021
520.710747
588.8215584
dirigibles
United States
South Dakota
02/13/2021
0
0
canoeist
United States
South Dakota
02/14/2021
0
0
jd
United States
South Dakota
02/15/2021
0
0
notwithstanding
United States
South Dakota
02/16/2021
0
0
divergent
United States
South Dakota
02/17/2021
0
0
culinary
United States
South Dakota
02/18/2021
0
0
tashi
United States
South Dakota
02/19/2021
492.6105516
531.9322278
nacchio
United States
South Dakota
02/20/2021
0
0
guadalajara
United States
South Dakota
02/21/2021
0
0
contraindications
United States
South Dakota
02/22/2021
0
0
influenza
United States
South Dakota
02/23/2021
0
0
karrubi
United States
South Dakota
02/24/2021
0
0
taproom
United States
South Dakota
02/25/2021
0
0
slathering
United States
South Dakota
02/26/2021
464.7374287
480.1857687
injury
United States
South Dakota
02/27/2021
0
0
reinvigoration
United States
South Dakota
02/28/2021
0
0
unbarred
United States
South Dakota
03/01/2021
0
0
buyouts
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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