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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
United States
West Virginia
01/20/2021
336.3365459
320.6276405
metaxas
United States
West Virginia
01/21/2021
500.9664434
477.4354647
mikhail
United States
West Virginia
01/22/2021
208.6476729
198.7919341
editorializing
United States
West Virginia
01/23/2021
129.8496767
123.6816568
magnificent
United States
West Virginia
01/24/2021
495.3297443
471.6698006
displace
United States
West Virginia
01/25/2021
162.7800628
154.9616205
powdery
United States
West Virginia
01/26/2021
246.5308442
234.6245804
mohan
United States
West Virginia
01/27/2021
272.2609207
259.040039
universes
United States
West Virginia
01/28/2021
438.8849317
417.4568903
osterman
United States
West Virginia
01/29/2021
147.4658432
140.2270542
rooker
United States
West Virginia
01/30/2021
70.26723603
66.79941905
respon
United States
West Virginia
01/31/2021
438.2447527
416.5009682
vicarage
United States
West Virginia
02/01/2021
106.4323692
101.1236017
porcini
United States
West Virginia
02/02/2021
192.023179
182.394609
aum
United States
West Virginia
02/03/2021
219.3587634
208.3017448
nonliteral
United States
West Virginia
02/04/2021
387.8025075
368.1528281
yanna
United States
West Virginia
02/05/2021
97.13667285
92.18927398
busy
United States
West Virginia
02/06/2021
21.3249807
20.23324284
brazel
United States
West Virginia
02/07/2021
391.5705554
371.4211102
inhibitions
United States
West Virginia
02/08/2021
60.33758606
57.2168877
farsi
United States
West Virginia
02/09/2021
147.5434618
139.873694
non-shared
United States
West Virginia
02/10/2021
176.275555
167.0659619
pires
United States
West Virginia
02/11/2021
346.2244357
328.1487613
lup
United States
West Virginia
02/12/2021
56.21006776
53.27756047
dialer
United States
West Virginia
02/13/2021
0
0
footwear
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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