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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
04/22/2021
15.08432107
15.21664981
width
Singapore
all
04/23/2021
14.41023756
14.47140082
differentiate
Singapore
all
04/24/2021
16.65225984
16.64820887
tyrannous
Singapore
all
04/25/2021
18.87107172
18.78254678
raccoon
Singapore
all
04/26/2021
16.03061547
15.88474634
beeing
Singapore
all
04/27/2021
29.3279368
28.93292171
rodrick
Singapore
all
04/28/2021
18.06121434
17.73972424
zillions
Singapore
all
04/29/2021
16.31050451
15.95015183
tweetie
Singapore
all
04/30/2021
15.55407097
15.20877621
zip-line
Singapore
all
05/01/2021
17.7862161
17.38947737
foremen
Singapore
all
05/02/2021
19.97537104
19.52767763
hellespont
Singapore
all
05/03/2021
17.01690472
16.63370869
top-five
Singapore
all
05/04/2021
30.37298139
29.68579851
pastoring
Singapore
all
05/05/2021
18.92643605
18.49621842
padding
Singapore
all
05/06/2021
17.10110814
16.71056578
walton
Singapore
all
05/07/2021
16.34822209
15.9731376
dote
Singapore
all
05/08/2021
18.58625907
18.15785308
maturity
Singapore
all
05/09/2021
20.78122415
20.30001931
rehydrated
Singapore
all
05/10/2021
17.82460104
17.40996749
sillitoe
Singapore
all
05/11/2021
31.19505709
30.46609207
blonder
Singapore
all
05/12/2021
19.74368495
19.28022093
a/c
Singapore
all
05/13/2021
17.92117414
17.49859127
blockhead
Singapore
all
05/14/2021
17.17195094
16.76521413
riggan
Singapore
all
05/15/2021
19.41601419
18.95406606
dimm
Singapore
all
05/16/2021
21.61690431
21.10030136
schmitt
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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