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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
Georgia
03/11/2021
418.6586241
451.9245845
wea
United States
Georgia
03/12/2021
0
0
healthiest
United States
Georgia
03/13/2021
81.84366778
87.57533935
billabong
United States
Georgia
03/14/2021
0
0
guardhouse
United States
Georgia
03/15/2021
0
0
papilla
United States
Georgia
03/16/2021
204.9670995
216.4856183
macmillan
United States
Georgia
03/17/2021
0
0
crusts
United States
Georgia
03/18/2021
400.9002682
419.8109817
kylen
United States
Georgia
03/19/2021
0
0
ringwood
United States
Georgia
03/20/2021
54.70142535
56.79634177
scale
United States
Georgia
03/21/2021
0
0
rumpled
United States
Georgia
03/22/2021
0
0
best-of-three
United States
Georgia
03/23/2021
182.4022133
187.0107369
stratigraphy
United States
Georgia
03/24/2021
0
0
mortem
United States
Georgia
03/25/2021
385.1232552
391.57724
passable
United States
Georgia
03/26/2021
0
0
rockett
United States
Georgia
03/27/2021
29.49232773
29.73979099
khanaqin
United States
Georgia
03/28/2021
0
0
silvers
United States
Georgia
03/29/2021
0
0
horsemen
United States
Georgia
03/30/2021
161.7358366
161.1042014
afghan-pakistani
United States
Georgia
03/31/2021
0
0
multisensory
United States
Georgia
04/01/2021
371.195942
366.7647866
endeavored
United States
Georgia
04/02/2021
0
0
cursing
United States
Georgia
04/03/2021
6.085510945
5.964767294
curses
United States
Georgia
04/04/2021
0
0
cis
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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