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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
04/17/2021
63.41484251
65.42225833
adopting
Trinidad and Tobago
all
04/18/2021
51.37145795
52.96572969
single-edge
Trinidad and Tobago
all
04/19/2021
32.12145295
33.0983895
hunts
Trinidad and Tobago
all
04/20/2021
27.97957558
28.81320525
comp
Trinidad and Tobago
all
04/21/2021
29.22020498
30.07271479
by-standers
Trinidad and Tobago
all
04/22/2021
83.38916154
85.77052491
bauer
Trinidad and Tobago
all
04/23/2021
36.76685581
37.79411611
spics
Trinidad and Tobago
all
04/24/2021
66.15480321
67.96236441
bassoon
Trinidad and Tobago
all
04/25/2021
54.06468205
55.50860384
lots
Trinidad and Tobago
all
04/26/2021
34.74041448
35.64686615
slain
Trinidad and Tobago
all
04/27/2021
30.59277253
31.37220631
stammer
Trinidad and Tobago
all
04/28/2021
31.85110742
32.64305391
end
Trinidad and Tobago
all
04/29/2021
86.2600351
88.35193232
herp
Trinidad and Tobago
all
04/30/2021
39.65705807
40.37243443
kenseth
Trinidad and Tobago
all
05/01/2021
69.719607
70.54940783
withstand
Trinidad and Tobago
all
05/02/2021
57.75930053
58.09652397
frick
Trinidad and Tobago
all
05/03/2021
38.2445198
38.23867284
savitz
Trinidad and Tobago
all
05/04/2021
34.18047821
33.97289191
countries
Trinidad and Tobago
all
05/05/2021
35.67909432
35.25366037
bnp
Trinidad and Tobago
all
05/06/2021
92.61181356
90.97202108
udn
Trinidad and Tobago
all
05/07/2021
44.01811815
42.98717043
waited
Trinidad and Tobago
all
05/08/2021
75.36196175
73.17120645
timer
Trinidad and Tobago
all
01/29/2021
14.40664923
12.78392708
gbc
Trinidad and Tobago
all
01/30/2021
48.29477686
42.77399417
inflation
Trinidad and Tobago
all
01/31/2021
34.17137636
30.20800225
implication
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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