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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
Syria
all
04/27/2021
351.893481
382.5093985
complaints
Syria
all
04/28/2021
370.0531295
401.2303046
defy
Syria
all
04/29/2021
366.6962411
396.5862444
high-rise
Syria
all
04/30/2021
377.7003797
408.9023635
heloise
Syria
all
05/01/2021
367.4592041
398.2197439
practitioners
Syria
all
05/02/2021
371.163878
402.6440363
jiangxi
Syria
all
05/03/2021
380.4422314
413.1299173
gagged
Syria
all
05/04/2021
374.4646788
407.0535952
tito
Syria
all
05/05/2021
391.4235865
425.9228983
saxony
Syria
all
05/06/2021
386.8941598
421.4246023
hassles
Syria
all
05/07/2021
397.9281893
433.8869475
doggett
Syria
all
05/08/2021
387.8655341
423.3481757
depends
Syria
all
05/09/2021
391.6511532
427.9184297
comical
Syria
all
05/10/2021
400.9696701
438.5495201
chairs
Syria
all
05/11/2021
395.139135
432.6165747
brainwash
Syria
all
05/12/2021
412.0818022
451.6302231
contries
Syria
all
05/13/2021
407.6862948
447.2728983
charla
Syria
all
05/14/2021
418.7431321
459.8768415
phillip
Syria
all
05/15/2021
408.8519537
449.4772887
rebelliousness
Syria
all
05/16/2021
412.7110451
454.1884245
illegitimate
Syria
all
05/17/2021
422.0620269
464.9593741
stanchions
Syria
all
05/18/2021
416.3708792
459.1644934
uptown
Syria
all
02/08/2021
186.6118917
187.7709926
jackhammers
Syria
all
02/09/2021
179.2589305
180.0097358
lengthened
Syria
all
02/10/2021
196.7482744
197.1759254
greaser
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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