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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
03/18/2021
67.36052525
66.92876628
o'connor
South Sudan
all
03/19/2021
60.72753126
60.52012175
marzano
South Sudan
all
03/20/2021
49.05214554
49.03237515
lexical
South Sudan
all
03/21/2021
54.73424104
54.8780597
slott
South Sudan
all
03/22/2021
50.36445658
50.65035762
good_luck
South Sudan
all
03/23/2021
52.35665302
52.81447565
felicity
South Sudan
all
03/24/2021
78.19609109
79.12120888
loverboy
South Sudan
all
03/25/2021
71.56418448
72.63307592
shortstops
South Sudan
all
03/26/2021
65.12380019
66.29997662
pickoff
South Sudan
all
03/27/2021
53.74925428
54.88897609
samy
South Sudan
all
03/28/2021
59.36626336
60.81288235
hot-button
South Sudan
all
03/29/2021
55.14495209
56.66423009
narrow-minded
South Sudan
all
03/30/2021
57.15094173
58.90852754
stiff-necked
South Sudan
all
03/31/2021
82.49356379
85.29638181
hyden
South Sudan
all
04/01/2021
76.05848519
78.88932271
bayle
South Sudan
all
04/02/2021
69.8124911
72.63868542
resents
South Sudan
all
04/03/2021
58.7405703
61.31144951
beachside
South Sudan
all
04/04/2021
64.47535045
67.32066818
refers
South Sudan
all
04/05/2021
60.56332738
63.25804532
kagame
South Sudan
all
04/06/2021
62.77388321
65.5898175
miners
South Sudan
all
04/07/2021
88.08281158
92.06616134
diagrams
South Sudan
all
04/08/2021
82.00894036
85.74751837
ex-employees
South Sudan
all
12/30/2020
33.65668683
36.06389314
quasars
South Sudan
all
12/31/2020
27.13227633
29.04039434
relativist
South Sudan
all
01/01/2021
20.72841865
22.16144234
ers
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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