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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
Alaska
01/10/2021
124.5159947
117.6648623
dioscorides
United States
Alaska
01/11/2021
9.945474198
9.342772194
eight-hour
United States
Alaska
01/12/2021
93.791075
87.59020226
zawiyah
United States
Alaska
01/13/2021
177.6444601
164.9317979
enmity
United States
Alaska
01/14/2021
32.80455569
30.28031424
neurology
United States
Alaska
01/15/2021
151.6420188
139.1662361
red-state
United States
Alaska
01/16/2021
139.6406167
129.215608
peripheral
United States
Alaska
01/17/2021
87.48478751
81.63089471
wadler
United States
Alaska
01/18/2021
0
0
cigale
United States
Alaska
01/19/2021
56.69821917
53.80476857
h-series
United States
Alaska
01/20/2021
138.8204993
132.8668171
debut
United States
Alaska
01/21/2021
0
0
auto-parts
United States
Alaska
01/22/2021
113.2404512
110.2768157
tilman
United States
Alaska
01/23/2021
103.5995169
101.7769896
mountebank
United States
Alaska
01/24/2021
56.08029939
55.58340477
varner
United States
Alaska
01/25/2021
0
0
point-guard
United States
Alaska
01/26/2021
28.83247541
29.09418536
indent
United States
Alaska
01/27/2021
107.4992284
109.465526
condom
United States
Alaska
01/28/2021
0
0
vagabond
United States
Alaska
01/29/2021
84.89786166
88.05896718
streaks
United States
Alaska
01/30/2021
77.09368426
80.71496466
minstrels
United States
Alaska
01/31/2021
33.70710032
35.62487602
jean-baptiste
United States
Alaska
02/01/2021
0
0
speed-read
United States
Alaska
02/02/2021
9.465304497
10.19712543
taha
United States
Alaska
02/03/2021
84.20187071
91.59693261
nanning
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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