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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
United Kingdom
all
02/14/2021
69.67839626
3.774210371
curated
United Kingdom
all
02/15/2021
6449.150819
544.297278
apropos
United Kingdom
all
02/16/2021
3311.397822
0
shouts
United Kingdom
all
02/17/2021
3723.900286
3704.951106
retailers
United Kingdom
all
02/18/2021
2081.354885
3748.06529
popularity
United Kingdom
all
02/19/2021
2076.828404
1472.915571
dot-com
United Kingdom
all
02/20/2021
89.74761499
2948.171365
time-in
United Kingdom
all
02/21/2021
42.55903713
0
sidetrack
United Kingdom
all
02/22/2021
6121.417913
180.4097156
iat
United Kingdom
all
02/23/2021
2953.639436
0
quandary
United Kingdom
all
02/24/2021
3375.584486
3351.683059
ridiculed
United Kingdom
all
02/25/2021
1724.331078
3404.564801
tseng
United Kingdom
all
02/26/2021
1732.877783
1138.921896
porches
United Arab Emirates
all
05/18/2021
463.5350581
487.4975577
feign
United Arab Emirates
all
05/19/2021
438.7881668
463.2834198
freelancer
United Arab Emirates
all
05/20/2021
435.0764501
461.1753821
lama
United Arab Emirates
all
05/21/2021
402.8366512
428.6915816
frie
United Arab Emirates
all
05/22/2021
362.7499348
387.5659033
morale
United Arab Emirates
all
05/23/2021
351.4938053
377.037887
temporary
United Arab Emirates
all
05/24/2021
207.9100446
223.9127371
drummond
United Arab Emirates
all
05/25/2021
415.4077395
449.1804934
fishers
United Arab Emirates
all
05/26/2021
394.3206134
425.3558563
hearing-impaired
United Arab Emirates
all
05/27/2021
393.6745006
423.6423354
clogs
United Arab Emirates
all
05/28/2021
364.7246928
391.5514679
grand
United Arab Emirates
all
05/29/2021
327.5694212
350.82549
prostitute
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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