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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 Kingdom
Northern Ireland
03/01/2021
221.3178319
203.4315782
hi-lo
United Kingdom
Northern Ireland
03/02/2021
12.39342644
11.34644103
lattin
United Kingdom
Northern Ireland
03/03/2021
98.72625895
90.02728364
deflects
United Kingdom
Northern Ireland
03/04/2021
13.01693541
11.8230698
onrushing
United Kingdom
Northern Ireland
03/05/2021
3.37464577
3.053068293
hobbes
United Kingdom
Northern Ireland
03/06/2021
23.08007366
20.79883795
high-energy
United Kingdom
Northern Ireland
03/07/2021
0
0
immigration
United Kingdom
Northern Ireland
03/08/2021
218.1711883
195.0771357
loial
United Kingdom
Northern Ireland
03/09/2021
3.516428036
3.162168608
champs
United Kingdom
Northern Ireland
03/10/2021
90.7143867
82.04421262
converters
United Kingdom
Northern Ireland
03/11/2021
4.422353539
4.022796618
staged
United Kingdom
Northern Ireland
03/12/2021
0
0
ivar
United Kingdom
Northern Ireland
03/13/2021
14.41488083
13.26584856
channels
United Kingdom
Northern Ireland
03/14/2021
0
0
giggling
United Kingdom
Northern Ireland
03/15/2021
201.6027
187.7280126
friedberg
United Kingdom
Northern Ireland
03/16/2021
0
0
stratemeyer
United Kingdom
Northern Ireland
03/17/2021
79.51125705
74.92572075
clue
United Kingdom
Northern Ireland
03/18/2021
0
0
paint
United Kingdom
Northern Ireland
03/19/2021
0
0
expensive
United Kingdom
Northern Ireland
03/20/2021
6.682748836
6.412524667
whiteface
United Kingdom
Northern Ireland
03/21/2021
0
0
cites
United Kingdom
Northern Ireland
03/22/2021
186.3725984
181.043985
playwrights
United Kingdom
Northern Ireland
03/23/2021
0
0
correctly
United Kingdom
Northern Ireland
03/24/2021
69.52591786
68.38220212
zade
United Kingdom
Northern Ireland
03/25/2021
0
0
crunches
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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