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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
Spain
all
05/27/2021
0
0
gainer
Spain
all
05/28/2021
0
0
flanked
Spain
all
05/29/2021
0
0
omitted
Spain
all
05/30/2021
0
0
interconnectivity
Spain
all
05/31/2021
5439.973244
5283.153599
hands-off
Spain
all
06/01/2021
0
0
placards
Spain
all
06/02/2021
0
0
back-breaking
Spain
all
06/03/2021
0
0
similes
Spain
all
06/04/2021
0
0
zeit
Spain
all
06/05/2021
0
0
contrails
Spain
all
06/06/2021
0
0
scrapple
Spain
all
06/07/2021
5185.392428
5082.508181
al-sistani
Spain
all
06/08/2021
0
0
rogan
Spain
all
06/09/2021
0
0
preparers
Spain
all
06/10/2021
0
0
nugent
Spain
all
06/11/2021
0
0
tusks
Spain
all
06/12/2021
0
0
atv
Spain
all
06/13/2021
0
0
dissenting
Spain
all
06/14/2021
4941.740199
4888.926792
adheres
Spain
all
06/15/2021
0
0
tvd
Spain
all
06/16/2021
0
0
damask
Spain
all
06/17/2021
0
0
sargeant
Spain
all
03/10/2021
0
0
cybele
Spain
all
03/11/2021
0
0
tramonto
Spain
all
03/12/2021
0
0
balakian
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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