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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
Uzbekistan
all
01/25/2021
325.3112715
338.3510314
briefing
Uzbekistan
all
01/26/2021
300.9745535
312.769698
dress
Uzbekistan
all
01/27/2021
338.6841382
351.6548155
harrop
Uzbekistan
all
01/28/2021
289.1001379
299.9142837
bankster
Uzbekistan
all
01/29/2021
221.1452079
229.2207048
shug
Uzbekistan
all
01/30/2021
325.2134748
336.8004176
yorkie
Uzbekistan
all
01/31/2021
279.7175032
289.435522
squint-eyed
Uzbekistan
all
02/01/2021
354.7767001
366.7884851
soba
Uzbekistan
all
02/02/2021
330.7066607
341.6113398
suresh
Uzbekistan
all
02/03/2021
369.0608729
380.9047529
saratoga
Uzbekistan
all
02/04/2021
319.5976307
329.5727574
randomised
Uzbekistan
all
02/05/2021
251.6607449
259.2942675
schwarzenegger
Uzbekistan
all
02/06/2021
356.7872927
367.2965209
gummies
Uruguay
all
04/28/2021
570.1745593
556.3182104
scandinavians
Uruguay
all
04/29/2021
564.2596398
548.9794448
tangles
Uruguay
all
04/30/2021
607.3082104
588.3117776
drag
Uruguay
all
05/01/2021
614.0530362
592.2889896
meno
Uruguay
all
05/02/2021
596.0572942
572.4706054
miffed
Uruguay
all
05/03/2021
515.0686165
492.5787094
canterbury
Uruguay
all
05/04/2021
548.4147238
522.2433314
rojas
Uruguay
all
05/05/2021
542.8569164
514.7664588
compatriot
Uruguay
all
05/06/2021
537.2382982
507.2950836
regne
Uruguay
all
05/07/2021
581.2111172
546.51755
x-force
Uruguay
all
05/08/2021
587.744515
550.3550053
ginsburg
Uruguay
all
05/09/2021
568.8063983
530.4085368
gwynn
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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