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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
05/25/2021
483.3479834
0
issus
United Kingdom
all
05/26/2021
789.0245983
1070.447746
gatwick
United Kingdom
all
05/27/2021
24.85528516
1189.284846
retrench
United Kingdom
all
05/28/2021
0
0
koshare
United Kingdom
all
05/29/2021
0
506.1900491
michalek
United Kingdom
all
05/30/2021
0
0
marketplace
United Kingdom
all
05/31/2021
3494.830323
0
ronna
United Kingdom
all
06/01/2021
387.5820999
0
hotbed
United Kingdom
all
06/02/2021
682.9849002
986.1469701
frontin
United Kingdom
all
06/03/2021
16.14048621
1107.514411
bury
United Kingdom
all
06/04/2021
0
0
paley
United Kingdom
all
06/05/2021
0
426.8705596
close-in
United Kingdom
all
06/06/2021
0
0
tranquillity
United Kingdom
all
02/27/2021
55.48934678
2623.811593
scoutmaster
United Kingdom
all
02/28/2021
17.93797148
0
won't
United Kingdom
all
03/01/2021
5826.747001
0
stepfather
United Kingdom
all
03/02/2021
2628.534578
0
desena
United Kingdom
all
03/03/2021
3059.418669
3041.753779
signori
United Kingdom
all
03/04/2021
1398.98027
3103.306798
gumption
United Kingdom
all
03/05/2021
1442.957334
846.0967135
pat-down
United Kingdom
all
03/06/2021
24.44747239
2339.518646
youknowwhat
United Kingdom
all
03/07/2021
0
0
dirks
United Kingdom
all
03/08/2021
5561.878834
0
boles
United Kingdom
all
03/09/2021
2338.840953
0
blameless
United Kingdom
all
03/10/2021
2783.540498
2765.53719
siphoned
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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