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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
Washington DC
01/25/2021
0
0
renzetti
United States
Washington DC
01/26/2021
0
0
symbiotic
United States
Washington DC
01/27/2021
0
0
unfit
United States
Washington DC
01/28/2021
0
0
hof
United States
Washington DC
01/29/2021
0
0
creatures
United States
Washington DC
01/30/2021
0
0
zero-emission
United States
Washington DC
01/31/2021
0
0
lederman
United States
Washington DC
02/01/2021
0
0
harbour
United States
Washington DC
02/02/2021
0
0
cults
United States
Washington DC
02/03/2021
0
0
devol
United States
Washington DC
02/04/2021
0
0
bci
United States
Washington DC
02/05/2021
0
0
kenin
United States
Washington DC
02/06/2021
0
0
beltrame
United States
Washington
04/28/2021
261.8208374
291.1495994
finalists
United States
Washington
04/29/2021
0
0
richie
United States
Washington
04/30/2021
0
0
disappearing
United States
Washington
05/01/2021
0
0
mutilate
United States
Washington
05/02/2021
0
0
understated
United States
Washington
05/03/2021
69.86746921
77.45382151
well-reasoned
United States
Washington
05/04/2021
427.3161845
472.8841699
natalia
United States
Washington
05/05/2021
241.6116262
266.9083709
pioneering
United States
Washington
05/06/2021
0
0
appetizers
United States
Washington
05/07/2021
0
0
middle-age
United States
Washington
05/08/2021
0
0
spruce-fir
United States
Washington
05/09/2021
0
0
spare
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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