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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
Virginia
01/31/2021
477.2097311
466.1279216
nmc
United States
Virginia
02/01/2021
0
0
woodcut
United States
Virginia
02/02/2021
766.6047382
751.363683
indicating
United States
Virginia
02/03/2021
911.8152699
895.2181962
rollerblader
United States
Virginia
02/04/2021
739.1299208
726.9213719
clang
United States
Virginia
02/05/2021
0
0
iom
United States
Virginia
02/06/2021
1237.693497
1221.441952
ephemera
United States
Virginia
02/07/2021
332.5629298
328.7623111
following
United States
Virginia
02/08/2021
0
0
meizitang
United States
Virginia
02/09/2021
623.3011692
618.3109496
accumulator
United States
Virginia
02/10/2021
771.1683843
766.3207161
swill
United States
Virginia
02/11/2021
605.0008406
602.0044795
danville
United States
Virginia
02/12/2021
0
0
bleat
United States
Virginia
02/13/2021
1102.918675
1100.409609
creamery
United States
Virginia
02/14/2021
211.5700849
211.3731849
milt
United States
Virgin Islands
05/06/2021
0
0
pre-dawn
United States
Virgin Islands
05/07/2021
0
0
lola
United States
Virgin Islands
05/08/2021
0
0
cavities
United States
Virgin Islands
05/09/2021
0
0
detaching
United States
Virgin Islands
05/10/2021
0
0
booz
United States
Virgin Islands
05/11/2021
0
0
vaynerchuk
United States
Virgin Islands
05/12/2021
0
0
scale
United States
Virgin Islands
05/13/2021
0
0
hater
United States
Virgin Islands
05/14/2021
0
0
mccready
United States
Virgin Islands
05/15/2021
0
0
gringa
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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