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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
New Hampshire
05/01/2021
265.0912096
256.2246612
impart
United States
New Hampshire
05/02/2021
0
0
rahl
United States
New Hampshire
05/03/2021
46.54949948
45.35335012
homemaker
United States
New Hampshire
05/04/2021
0
0
crase
United States
New Hampshire
05/05/2021
0
0
changeling
United States
New Hampshire
05/06/2021
0
0
ballroom
United States
New Hampshire
05/07/2021
35.12058748
34.77586013
f-15s
United States
New Hampshire
05/08/2021
248.4262239
246.9942641
accompanies
United States
New Hampshire
05/09/2021
0
0
laz
United States
New Hampshire
05/10/2021
36.227592
36.3159502
neurosurgeon
United States
New Hampshire
05/11/2021
0
0
protoplanetary
United States
New Hampshire
05/12/2021
0
0
kalinsky
United States
New Hampshire
05/13/2021
0
0
pastimes
United States
New Hampshire
05/14/2021
25.48864554
25.97950778
cordelia
United States
New Hampshire
05/15/2021
232.9488907
238.4351648
self-respect
United States
New Hampshire
02/05/2021
303.0044125
297.5479613
calamity
United States
New Hampshire
02/06/2021
516.5752835
504.8261481
l'osservatore
United States
New Hampshire
02/07/2021
245.3640415
238.6324126
bulimia
United States
New Hampshire
02/08/2021
295.519537
286.0388457
informs
United States
New Hampshire
02/09/2021
177.613173
171.097714
layton
United States
New Hampshire
02/10/2021
224.7593623
215.4898695
bloome
United States
New Hampshire
02/11/2021
0
0
weidenbaum
United States
New Hampshire
02/12/2021
271.242106
262.7418047
slashdot
United States
New Hampshire
02/13/2021
483.098336
470.3882146
sethe
United States
New Hampshire
02/14/2021
208.7461614
204.3148408
sabol
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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