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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
Alabama
01/15/2021
0
0
placeholder
United States
Alabama
01/16/2021
236.8842257
194.1417408
trespasses
United States
Alabama
01/17/2021
394.8656424
326.0266952
unfairness
United States
Alabama
01/18/2021
486.4945714
404.6941422
biofeedback
United States
Alabama
01/19/2021
802.1909753
672.3512662
discrepancies
United States
Alabama
01/20/2021
503.3346962
425.0790101
soliciting
United States
Alabama
01/21/2021
721.7268
614.1933944
subtypes
United States
Alabama
01/22/2021
0
0
pimm
United States
Alabama
01/23/2021
82.09936629
70.95585693
objections
United States
Alabama
01/24/2021
239.3237119
208.4642542
xps
United States
Alabama
01/25/2021
333.0975529
292.443193
roto-rooter
United States
Alabama
01/26/2021
638.61542
565.1463117
robusta
United States
Alabama
01/27/2021
361.6127121
322.5850652
obsequious
United States
all
04/18/2021
1499.768925
0
evinced
United States
all
04/19/2021
4204.746119
0
cept
United States
all
04/20/2021
7383.659001
0
self-treat
United States
all
04/21/2021
3734.317637
0
owner/manager
United States
all
04/22/2021
5110.444845
0
fredericks
United States
all
04/23/2021
27139.3404
23116.23534
wadkins
United States
all
04/24/2021
2715.923952
0
exquisitely
United States
all
04/25/2021
1335.841295
0
rescript
United States
all
04/26/2021
3874.393754
0
malignity
United States
all
04/27/2021
6927.094172
0
temples
United States
all
04/28/2021
3219.033189
0
conception
United States
all
04/29/2021
4585.673592
0
barker
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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