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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
Taiwan
all
03/03/2021
391.081194
398.2373886
gratia
Taiwan
all
03/04/2021
396.3027583
404.009219
cites
Taiwan
all
03/05/2021
417.1060629
425.6967311
surmise
Taiwan
all
03/06/2021
421.3284401
430.4916909
hysterectomies
Taiwan
all
03/07/2021
425.658867
435.4080174
galeria
Taiwan
all
03/08/2021
456.4517502
467.4346556
humorist
Taiwan
all
03/09/2021
453.4109072
464.1389192
luke
Taiwan
all
03/10/2021
468.0370018
478.9236356
explosions
Taiwan
all
03/11/2021
475.8891455
486.7679846
explants
Taiwan
all
03/12/2021
499.3629649
510.5787417
auto
Taiwan
all
03/13/2021
506.3756208
517.5465827
eiffel
Taiwan
all
03/14/2021
513.565477
524.6900189
savagely
Taiwan
all
03/15/2021
547.358251
558.9964382
lumpectomy
Taiwan
all
03/16/2021
546.6282556
558.0330294
weizmann
Taiwan
all
03/17/2021
563.6719512
575.207812
future
Taiwan
all
03/18/2021
573.9787696
585.4971281
discriminates
Taiwan
all
03/19/2021
600.0100411
611.8121728
collaborates
Taiwan
all
03/20/2021
609.5924841
621.3408684
pete
Taiwan
all
03/21/2021
619.4153041
631.1070545
levity
Taiwan
all
03/22/2021
655.9754554
668.0970375
genus
Taiwan
all
03/23/2021
657.9779905
669.8757275
urey
Taiwan
all
03/24/2021
677.8697167
689.8586152
freeing
Taiwan
all
03/25/2021
691.0696482
703.0184603
butterfields
Taiwan
all
03/26/2021
720.1055394
732.2715777
specifying
Taiwan
all
03/27/2021
732.7123781
744.8018318
marsupials
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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