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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
Singapore
all
03/28/2021
15.14230295
16.05975643
slovenian
Singapore
all
03/29/2021
12.31658679
13.14765049
uninstaller
Singapore
all
03/30/2021
24.36703618
26.18120022
climbs
Singapore
all
03/31/2021
13.84573179
14.97443252
exif
Singapore
all
04/01/2021
12.09746631
13.17028854
doctoring
Singapore
all
04/02/2021
11.32734679
12.4140794
tyrol
Singapore
all
04/03/2021
13.21484732
14.57985569
pennypacker
Singapore
all
04/04/2021
15.21409878
16.70324447
scahill
Singapore
all
04/05/2021
12.62639386
13.79456236
tribunals
Singapore
all
04/06/2021
24.67935301
26.83160861
defects
Singapore
all
04/07/2021
14.44435886
15.6280867
ramiro
Singapore
all
04/08/2021
12.84190083
13.82743461
dyer
Singapore
all
04/09/2021
12.20132308
13.0747697
antidote
Singapore
all
04/10/2021
14.29389305
15.24412259
ffp
Singapore
all
04/11/2021
16.36589733
17.37106234
noisemaker
Singapore
all
04/12/2021
13.69350547
14.4659055
do-not-resuscitate
Singapore
all
04/13/2021
26.16080249
27.50655219
choppy
Singapore
all
04/14/2021
15.5814847
16.30638293
ennui
Singapore
all
04/15/2021
13.92915607
14.5093117
bartlet
Singapore
all
04/16/2021
13.27160869
13.76030931
chihuahua
Singapore
all
04/17/2021
15.43867316
15.93332999
nfp
Singapore
all
04/18/2021
17.5838647
18.06392422
hidding
Singapore
all
01/09/2021
8.43053906
8.284831197
zinedine
Singapore
all
01/10/2021
10.54767073
10.37437241
ecumenists
Singapore
all
01/11/2021
7.549562687
7.431976769
cide
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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