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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
Trinidad and Tobago
all
06/06/2021
79.0862581
71.22564226
double-digits
Trinidad and Tobago
all
06/07/2021
56.9314892
51.35327628
juana
Trinidad and Tobago
all
06/08/2021
52.13605877
47.10154391
dojo
Trinidad and Tobago
all
06/09/2021
53.4914223
48.40202086
self-healing
Trinidad and Tobago
all
06/10/2021
114.9064202
104.1374938
paramus
Trinidad and Tobago
all
06/11/2021
61.785784
56.08360775
gosselins
Trinidad and Tobago
all
06/12/2021
94.89179108
86.27037008
merited
Trinidad and Tobago
all
06/13/2021
81.01539618
73.77127626
embryos
Trinidad and Tobago
all
06/14/2021
59.08583096
53.88785438
scapegoat
Trinidad and Tobago
all
06/15/2021
54.33267002
49.63151021
rodney
Trinidad and Tobago
all
06/16/2021
55.664126
50.92861081
narcisse
Trinidad and Tobago
all
06/17/2021
116.392313
106.6600604
snowmobiling
Trinidad and Tobago
all
06/18/2021
63.82623836
58.58264397
muscles
Tunisia
all
06/19/2021
96.55272862
88.76209984
steuerman
Tunisia
all
12/22/2020
881.0555904
858.1251137
profilers
Tunisia
all
12/23/2020
984.6197595
961.8854702
morales
Tunisia
all
12/24/2020
1067.885611
1046.383824
multidisciplinary
Tunisia
all
12/25/2020
1199.586048
1178.998156
marybeth
Tunisia
all
12/26/2020
1114.819835
1099.020619
flir
Tunisia
all
12/27/2020
1177.384554
1164.241142
frowning
Tunisia
all
12/28/2020
419.2066306
415.7959467
vasili
Tunisia
all
12/29/2020
844.6214575
840.3221062
vallarta
Trinidad and Tobago
all
03/20/2021
57.41039337
55.92076641
detracts
Trinidad and Tobago
all
03/21/2021
44.39241965
43.43851826
pka
Trinidad and Tobago
all
03/22/2021
23.94202498
23.53530112
well-schooled
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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