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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
Turkey
all
12/28/2020
139529.4548
133637.8332
singer/songwriters
Turkey
all
12/29/2020
146105.3401
139534.7159
observe
Turkey
all
12/30/2020
134155.6932
127756.0622
sansom
Turkey
all
12/31/2020
153997.1996
146232.8727
lic
Turkey
all
01/01/2021
150028.2869
142058.9659
adele
Turkey
all
01/02/2021
124984.5131
118009.9219
appliance
Turkey
all
01/03/2021
114877.1542
108159.9063
shabbat
Turkey
all
01/04/2021
106147.5419
99658.9624
taye
Turkey
all
01/05/2021
112123.7948
104973.9273
mcduffie
Turkey
all
01/06/2021
99386.98116
92788.43033
enso
Turkey
all
01/07/2021
119433.4339
111192.2024
frankfurt
Turkey
all
01/08/2021
115195.5843
106947.768
minimizes
Turkey
all
01/09/2021
89698.98321
83045.14901
thereare
Turkey
all
01/10/2021
79834.78906
73707.74816
materiality
Turkey
all
01/11/2021
71587.51817
65910.68399
hydrocephalic
Turkey
all
01/12/2021
78502.14609
72077.69886
zillow
Turkey
all
01/13/2021
66362.99085
60764.44099
lurking
Turkey
all
01/14/2021
87808.24737
80180.04982
restating
Turkey
all
01/15/2021
84400.78173
76857.8452
manosphere
Turkey
all
01/16/2021
59002.3879
53946.85106
pidgin
Turkey
all
01/17/2021
49856.38262
45769.81643
hillerman
Turkey
all
01/18/2021
42505.43438
39180.67706
hem
Tunisia
all
04/09/2021
811.6181331
775.1696468
self-limitation
Tunisia
all
04/10/2021
723.6506077
691.6669309
raleigh
Tunisia
all
04/11/2021
788.208958
753.9329978
mostow
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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