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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 States
New York
01/31/2021
1023.624452
973.7502322
expressed
United States
New York
02/01/2021
1648.32889
1569.511657
frisket
United States
New York
02/02/2021
0
0
chinese-built
United States
New York
02/03/2021
1074.023695
1024.620939
traction
United States
New York
02/04/2021
1261.162576
1204.301915
bends
United States
New York
02/05/2021
2599.507478
2484.681395
cads
United States
New York
02/06/2021
147.5261605
141.1446461
astonishingly
United States
New York
02/07/2021
718.0486753
687.6467359
uncover
United States
New York
02/08/2021
1349.969474
1294.052746
chattahoochee
United States
New York
02/09/2021
0
0
baled
United States
New York
02/10/2021
790.368502
759.0876317
boosts
United States
New York
02/11/2021
982.5350807
948.6968128
bernick
United States
New York
02/12/2021
2306.041676
2238.597641
flyover
United States
New York
02/13/2021
0
0
boardman
United States
New York
02/14/2021
464.4550767
455.7739045
rincon
United States
New Mexico
05/06/2021
0
0
high-income
United States
New Mexico
05/07/2021
0
0
confuses
United States
New Mexico
05/08/2021
139.3598739
141.5632213
provoking
United States
New Mexico
05/09/2021
0
0
polonaise
United States
New Mexico
05/10/2021
0
0
intoxicating
United States
New Mexico
05/11/2021
0
0
ivf
United States
New Mexico
05/12/2021
0
0
animism
United States
New Mexico
05/13/2021
0
0
botkin
United States
New Mexico
05/14/2021
0
0
doherty
United States
New Mexico
05/15/2021
134.2841323
133.5488639
gladio
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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