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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
Arkansas
05/05/2021
0
0
superwoman
United States
Arkansas
05/06/2021
285.2592679
276.9481403
chalkboard
United States
Arkansas
05/07/2021
0
0
paymaster
United States
Arkansas
05/08/2021
0
0
luster
United States
Arkansas
05/09/2021
0
0
lunges
United States
Arkansas
05/10/2021
0
0
perversion
United States
Arkansas
05/11/2021
0
0
restroom
United States
Arkansas
05/12/2021
0
0
ukpds
United States
Arkansas
05/13/2021
266.7959537
261.4062282
wept
United States
Arkansas
05/14/2021
0
0
masai
United States
Arkansas
05/15/2021
0
0
throaty
United States
Arkansas
05/16/2021
0
0
opportunistic
United States
Arkansas
05/17/2021
0
0
proposes
United States
Arkansas
02/07/2021
0
0
cultures
United States
Arkansas
02/08/2021
0
0
langston
United States
Arkansas
02/09/2021
231.3959687
240.0793335
twerk
United States
Arkansas
02/10/2021
148.4698888
154.7344072
gig
United States
Arkansas
02/11/2021
574.3338701
594.4030013
ostracized
United States
Arkansas
02/12/2021
0
0
rom
United States
Arkansas
02/13/2021
0
0
dr
United States
Arkansas
02/14/2021
0
0
replicating
United States
Arkansas
02/15/2021
0
0
glued
United States
Arkansas
02/16/2021
186.4595975
186.4881218
antonin
United States
Arkansas
02/17/2021
104.6640374
103.9809703
cutouts
United States
Arkansas
02/18/2021
553.6272579
546.3653704
harsanyi
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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