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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
Montana
03/02/2021
0
0
wilco
United States
Montana
03/03/2021
0
0
bunching
United States
Montana
03/04/2021
81.71984938
78.83294415
tricksters
United States
Montana
03/05/2021
0
0
pulse-pounding
United States
Montana
03/06/2021
56.16899102
54.30124215
input
United States
Montana
03/07/2021
0
0
kneeling
United States
Montana
03/08/2021
0
0
shiite
United States
Montana
03/09/2021
0
0
polysaccharide
United States
Montana
03/10/2021
0
0
unapologetic
United States
Montana
03/11/2021
72.64404667
70.88394255
anesthetic
United States
Montana
03/12/2021
0
0
ak
United States
Montana
03/13/2021
47.75181491
46.81839993
caramelized
United States
Montana
03/14/2021
0
0
rust-red
United States
Montana
03/15/2021
0
0
cocom
United States
Montana
03/16/2021
0
0
superfight
United States
Missouri
06/05/2021
0
0
ricci
United States
Missouri
06/06/2021
0
0
kelsey
United States
Missouri
06/07/2021
4.81822104
5.1056719
bourke
United States
Missouri
06/08/2021
0
0
schrodinger
United States
Missouri
06/09/2021
0
0
circumvention
United States
Missouri
06/10/2021
146.8954637
156.2564987
dragoon
United States
Missouri
06/11/2021
0
0
inslaw
United States
Missouri
06/12/2021
0
0
loveable
United States
Missouri
06/13/2021
0
0
somatic
United States
Missouri
06/14/2021
0
0
speer
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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