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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
Rhode Island
12/27/2020
0
0
geraldo
United States
Rhode Island
12/28/2020
1951.742427
1999.900075
grundig
United States
Rhode Island
12/29/2020
0
0
homespun
United States
Rhode Island
12/30/2020
38.17591063
39.50052422
birchmere
United States
Rhode Island
12/31/2020
0
0
heralded
United States
Rhode Island
01/01/2021
719.9225239
752.2608058
below
United States
Rhode Island
01/02/2021
0
0
perimeter
United States
Rhode Island
01/03/2021
0
0
pleiku
United States
Rhode Island
01/04/2021
1731.867696
1836.880695
microhabitats
United States
Rhode Island
01/05/2021
0
0
two-wheeled
United States
Rhode Island
01/06/2021
0
0
moussaoui
United States
Rhode Island
01/07/2021
0
0
soyinka
United States
Rhode Island
01/08/2021
549.6676516
594.9281799
dubinsky
United States
Rhode Island
01/09/2021
0
0
goretex
United States
Rhode Island
01/10/2021
0
0
revelatory
United States
Rhode Island
01/11/2021
1534.598974
1686.851438
ian
United States
Rhode Island
01/12/2021
0
0
dsm
United States
Rhode Island
01/13/2021
0
0
scaled
United States
Rhode Island
01/14/2021
0
0
cnbc
United States
Rhode Island
01/15/2021
400.5337414
449.6168228
zavala
United States
Rhode Island
01/16/2021
0
0
postdoctoral
United States
Rhode Island
01/17/2021
0
0
leche
United States
Rhode Island
01/18/2021
1405.591028
1549.401048
reject
United States
Rhode Island
01/19/2021
0
0
brattleboro
United States
Rhode Island
01/20/2021
0
0
ingrate
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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