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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
Pennsylvania
05/06/2021
0
0
oneworld
United States
Pennsylvania
05/07/2021
1354.091467
1365.84587
cess
United States
Pennsylvania
05/08/2021
0
0
plotline
United States
Pennsylvania
05/09/2021
0
0
cleanest
United States
Pennsylvania
05/10/2021
0
0
glen
United States
Pennsylvania
05/11/2021
0
0
hot-blooded
United States
Pennsylvania
05/12/2021
0
0
dishonors
United States
Pennsylvania
05/13/2021
0
0
ambushing
United States
Pennsylvania
05/14/2021
1320.011187
1311.514133
mid-90s
United States
Pennsylvania
05/15/2021
0
0
prunus
United States
Pennsylvania
05/16/2021
0
0
peddler
United States
Pennsylvania
05/17/2021
0
0
selfies
United States
Pennsylvania
05/18/2021
0
0
mercantilist
United States
Pennsylvania
05/19/2021
0
0
feed
United States
Pennsylvania
05/20/2021
0
0
agate
United States
Pennsylvania
05/21/2021
1286.36082
1259.207798
currency
United States
Pennsylvania
05/22/2021
0
0
hady
United States
Pennsylvania
05/23/2021
0
0
ottomans
United States
Pennsylvania
05/24/2021
0
0
intersex
United States
Pennsylvania
05/25/2021
0
0
illiquidity
United States
Pennsylvania
05/26/2021
0
0
conditional
United States
Pennsylvania
05/27/2021
0
0
deeply-rooted
United States
Pennsylvania
05/28/2021
1225.408506
1208.86219
apathy
United States
Pennsylvania
05/29/2021
0
0
fiero
United States
Pennsylvania
05/30/2021
0
0
procopio
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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