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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
Slovenia
all
04/12/2021
0
0
ordination
Slovenia
all
04/13/2021
0
0
provocation
Slovenia
all
04/14/2021
480.134626
448.3300251
majority-black
Slovenia
all
04/15/2021
0
0
mussels
Slovenia
all
04/16/2021
0
0
wohl
Slovenia
all
04/17/2021
0
0
reynosa
Slovenia
all
04/18/2021
0
0
callouses
Slovenia
all
04/19/2021
0
0
damper
Slovenia
all
04/20/2021
0
0
intricacies
Slovenia
all
04/21/2021
426.9370769
427.168694
paperweights
Slovenia
all
04/22/2021
0
0
chrome-moly
Slovenia
all
04/23/2021
0
0
treadway
Slovenia
all
04/24/2021
0
0
homo
Slovenia
all
04/25/2021
0
0
patrolling
Slovenia
all
04/26/2021
0
0
galleria
Slovenia
all
04/27/2021
0
0
unlace
Slovenia
all
04/28/2021
377.608877
406.9168969
cider
Slovenia
all
04/29/2021
0
0
roughneck
Slovenia
all
04/30/2021
0
0
zero-tolerance
Slovenia
all
05/01/2021
0
0
kidjo
Slovenia
all
05/02/2021
0
0
school-children
Slovenia
all
05/03/2021
0
0
perth
Slovenia
all
05/04/2021
0
0
highest-risk
Slovenia
all
05/05/2021
363.8692576
387.5442865
tutsi
Slovenia
all
05/06/2021
0
0
softspoken
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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