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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
Uganda
all
02/11/2021
443.8162758
464.7581354
beggar
Uganda
all
02/12/2021
685.974264
712.8523618
structures
Uganda
all
02/13/2021
577.2977152
595.3672935
rotors
Uganda
all
02/14/2021
429.8267929
439.9435629
servile
Uganda
all
02/15/2021
544.3723193
553.0220897
briars
Uganda
all
02/16/2021
520.9399201
525.292609
birding
Uganda
all
02/17/2021
748.224557
748.9221948
dobrev
Uganda
all
02/18/2021
489.4744831
486.3505692
fido
Uganda
all
02/19/2021
744.6265019
734.5065671
habashi
Uganda
all
02/20/2021
630.1013007
617.0612151
prefabricated
Uganda
all
02/21/2021
474.8399243
461.6877069
limestone
Uganda
all
02/22/2021
595.433181
574.8301451
cat-and-mouse
Uganda
all
02/23/2021
570.7902951
547.1550307
decisively
Uganda
all
02/24/2021
809.8087485
770.8416652
ligature
Uganda
all
02/25/2021
537.7411925
508.3071386
carpentier
Uganda
all
02/26/2021
805.8952715
756.5239609
one-party
Uganda
all
02/27/2021
685.5251919
639.1155411
allergies
Uganda
all
02/28/2021
522.4796858
483.7908686
esri
Uganda
all
03/01/2021
649.1294972
596.9968531
publicized
Uganda
all
03/02/2021
623.2830169
569.374878
surreptitiously
Uganda
all
03/03/2021
874.0414127
793.1164045
homogeneous
Uganda
all
03/04/2021
588.6607279
530.6171023
legacies
Uganda
all
03/05/2021
869.8222965
778.8916753
panther
Uganda
all
03/06/2021
743.6121775
661.5188174
wholly
Uganda
all
03/07/2021
572.7867188
506.2399601
miscellaneous
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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