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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
Nebraska
04/16/2021
0
0
party-backed
United States
Nebraska
04/17/2021
0
0
pseudorandom
United States
Nebraska
04/18/2021
0
0
cj
United States
Nebraska
04/19/2021
0
0
amberg
United States
Nebraska
04/20/2021
0
0
criticizing
United States
Nebraska
04/21/2021
0
0
western
United States
Nebraska
04/22/2021
947.0155098
964.4604894
couzens
United States
Nebraska
04/23/2021
0
0
laidley
United States
Nebraska
04/24/2021
0
0
wisenberg
United States
Nebraska
04/25/2021
0
0
long-nosed
United States
Nebraska
04/26/2021
0
0
spinnerbait
United States
Nebraska
04/27/2021
0
0
exterminating
United States
Nebraska
04/28/2021
0
0
tossed
United States
Nebraska
04/29/2021
829.2492892
883.0341016
bezel
United States
Nebraska
04/30/2021
0
0
wamsley
United States
Nebraska
05/01/2021
0
0
clayborn
United States
Nebraska
05/02/2021
0
0
kau
United States
Nebraska
05/03/2021
0
0
titian
United States
Nebraska
05/04/2021
0
0
long-form
United States
Nebraska
05/05/2021
0
0
ypsilanti
United States
Nebraska
05/06/2021
768.487446
808.072721
steroids
United States
Nebraska
05/07/2021
0
0
tranquilized
United States
Nebraska
05/08/2021
0
0
projectionist
United States
Nebraska
05/09/2021
0
0
malden
United States
Nebraska
05/10/2021
0
0
gun-toting
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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