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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
Florida
05/05/2021
0
0
aerated
United States
Florida
05/06/2021
0
0
internalize
United States
Florida
05/07/2021
4694.298314
4482.532494
seiu
United States
Florida
05/08/2021
0
0
disagreed
United States
Florida
05/09/2021
0
0
with
United States
Florida
05/10/2021
0
0
birds
United States
Florida
05/11/2021
0
0
tangela
United States
Florida
05/12/2021
0
0
playdates
United States
Florida
05/13/2021
0
0
tanenbaum
United States
Florida
05/14/2021
4502.849189
4248.785126
furry
United States
Florida
05/15/2021
0
0
floodwaters
United States
Florida
05/16/2021
0
0
reinvent
United States
Florida
05/17/2021
0
0
ironheart
United States
Florida
02/07/2021
0
0
deftly
United States
Florida
02/08/2021
0
0
strat
United States
Florida
02/09/2021
0
0
sylvania
United States
Florida
02/10/2021
0
0
agitator
United States
Florida
02/11/2021
0
0
crosley
United States
Florida
02/12/2021
9057.703837
8340.929896
still-lifes
United States
Florida
02/13/2021
0
0
sarai
United States
Florida
02/14/2021
0
0
wilco
United States
Florida
02/15/2021
0
0
emancipated
United States
Florida
02/16/2021
0
0
teeny
United States
Florida
02/17/2021
0
0
life-giving
United States
Florida
02/18/2021
0
0
neckerchief
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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