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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
all
12/26/2020
68888.50089
57490.0835
cialis
United States
all
12/27/2020
56269.03324
42140.45574
dunks
United States
all
12/28/2020
67907.46068
60287.25164
winifred
United States
all
12/29/2020
73057.94556
58432.98033
tuna-fish
United States
all
12/30/2020
78802.03527
69210.87395
iesha
United States
all
12/31/2020
44225.13944
0
meekins
United States
all
01/01/2021
104230.638
90005.04624
mujeres
United States
all
01/02/2021
53061.83112
41006.63185
metadata
United States
all
01/03/2021
41837.2454
26278.76692
stuck-up
United States
all
01/04/2021
51510.33313
45047.41869
workhouse
United States
all
01/05/2021
57318.50028
43778.35304
multitasking
United States
all
01/06/2021
64241.92016
55127.05016
thackeray
United States
all
01/07/2021
35535.68201
0
sani
United Kingdom
Wales
03/29/2021
302.8988801
325.7299617
handguns
United Kingdom
Wales
03/30/2021
0
0
callow
United Kingdom
Wales
03/31/2021
211.9212753
228.6984223
snarl
United Kingdom
Wales
04/01/2021
19.41362099
20.98753644
sophronia
United Kingdom
Wales
04/02/2021
0
0
interfere
United Kingdom
Wales
04/03/2021
0
0
groundskeeper
United Kingdom
Wales
04/04/2021
0
0
hoa
United Kingdom
Wales
04/05/2021
281.039783
305.7037123
catastrophically
United Kingdom
Wales
04/06/2021
0
0
mapreduce
United Kingdom
Wales
04/07/2021
191.9202935
209.3139292
corporation
United Kingdom
Wales
04/08/2021
2.054147908
2.243273548
reggie
United Kingdom
Wales
04/09/2021
0
0
brunvand
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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