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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
South Africa
all
02/06/2021
3727.383511
3675.768235
showtimes
South Africa
all
02/07/2021
3029.222256
2987.766398
zoonoses
South Africa
all
02/08/2021
2714.771546
2678.059729
acrimonious
South Africa
all
02/09/2021
3219.13691
3176.127296
litmus
South Africa
all
02/10/2021
3915.209318
3863.535726
unendurable
South Africa
all
02/11/2021
3657.641137
3616.61123
shoot-out
South Africa
all
02/12/2021
3894.075062
3858.136491
moncur
South Africa
all
02/13/2021
3653.177705
3626.756182
lactobacilli
South Africa
all
02/14/2021
2952.706581
2937.27027
captiva
South Africa
all
02/15/2021
2634.84675
2626.375417
okoro
South Africa
all
02/16/2021
3127.131987
3123.397518
abductions
South Africa
all
02/17/2021
3806.394174
3809.572112
rind
South Africa
all
02/18/2021
3550.951619
3561.150894
contractually
South Africa
all
02/19/2021
3782.690323
3801.293398
gyroscope
South Africa
all
02/20/2021
3543.742847
3568.4498
dark-gray
South Africa
all
02/21/2021
2851.851565
2877.616484
engaged
South Africa
all
02/22/2021
2537.479263
2565.658931
heelan
South Africa
all
02/23/2021
3021.911247
3061.75461
borowitz
South Africa
all
02/24/2021
3690.460505
3746.824305
founders
South Africa
all
02/25/2021
3437.331315
3497.035956
archive
South Africa
all
02/26/2021
3664.558619
3735.925132
canaima
South Africa
all
02/27/2021
3427.74971
3501.750843
co-evolved
Somalia
all
05/19/2021
0
0
prd
Somalia
all
05/20/2021
0
0
leech
Somalia
all
05/21/2021
0
0
scene-stealer
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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