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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
South Sudan
all
04/12/2021
67.31672714
70.48388784
pina
South Sudan
all
04/13/2021
69.61025707
72.91079828
moreover
South Sudan
all
04/14/2021
94.94673463
99.48336325
fantagraphics
South Sudan
all
04/15/2021
88.97696388
93.26095784
uts
South Sudan
all
04/16/2021
83.16315231
87.19772385
hawkeyes
South Sudan
all
04/17/2021
72.51615188
76.06080632
jihadist
South Sudan
all
04/18/2021
78.40262784
82.26380953
rockaway
South Sudan
all
04/19/2021
74.69115434
78.39700026
licks
South Sudan
all
04/20/2021
77.0747803
80.92723432
cross-pollination
South Sudan
all
04/21/2021
102.446051
107.604345
emphasizing
South Sudan
all
04/22/2021
96.58744751
101.4863215
auditioning
South Sudan
all
04/23/2021
90.88595024
95.52913897
bestride
South Sudan
all
04/24/2021
80.36451692
84.49982165
diction
South Sudan
all
04/25/2021
86.33783378
90.81236751
inshore
South Sudan
all
04/26/2021
82.73765866
87.05616399
nitrogen-rich
South Sudan
all
04/27/2021
85.2190659
89.69858095
speaks
South Sudan
all
04/28/2021
110.6327309
116.4890203
alcove
South Sudan
all
04/29/2021
104.8928296
110.4840972
faker
South Sudan
all
04/30/2021
99.74037833
104.6417204
samaritan
South Sudan
all
05/01/2021
89.69196491
93.72901949
nougat
South Sudan
all
05/02/2021
96.22358452
100.1602673
mission
South Sudan
all
05/03/2021
93.0935575
96.52363282
prerequisite
South Sudan
all
05/04/2021
96.13317363
99.28737482
transformation
South Sudan
all
05/05/2021
122.6668095
126.20051
whelan
South Sudan
all
05/06/2021
117.4023168
120.3179783
bedi
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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