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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
North Dakota
04/06/2021
0
0
electrolyte
United States
North Dakota
04/07/2021
21.52060276
19.84044869
fingerprinting
United States
North Dakota
04/08/2021
0
0
boars
United States
North Dakota
04/09/2021
0
0
differ
United States
North Dakota
04/10/2021
0
0
militarily
United States
North Dakota
04/11/2021
0
0
vour
United States
North Dakota
04/12/2021
0
0
judes
United States
North Dakota
04/13/2021
0
0
lodestone
United States
North Dakota
04/14/2021
18.54162938
17.8458034
wrangling
United States
North Dakota
04/15/2021
0
0
jaxx
United States
North Dakota
04/16/2021
0
0
dur
United States
North Dakota
04/17/2021
0
0
muckle
United States
North Dakota
04/18/2021
0
0
discriminatory
United States
North Dakota
04/19/2021
0
0
petal
United States
North Dakota
04/20/2021
0
0
espresso
United States
North Dakota
04/21/2021
15.94368943
16.05125273
raku
United States
North Dakota
04/22/2021
0
0
rosato
United States
North Dakota
04/23/2021
0
0
estonian
United States
North Dakota
04/24/2021
0
0
strontium
United States
North Dakota
04/25/2021
0
0
normalization
United States
North Dakota
04/26/2021
0
0
information-sharing
United States
North Dakota
04/27/2021
0
0
slid
United States
North Dakota
04/28/2021
13.68041637
14.43681138
bruder
United States
North Dakota
04/29/2021
0
0
spousal
United States
North Dakota
04/30/2021
0
0
anti-microbial
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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