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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
Slovak Republic
all
01/07/2021
1176.28561
1307.010609
overcoats
Slovak Republic
all
01/08/2021
1063.39214
1193.090239
pantomimes
Slovak Republic
all
01/09/2021
763.0792645
864.5782347
unanticipated
Slovak Republic
all
01/10/2021
383.3821805
438.695788
elving
Slovak Republic
all
01/11/2021
0
0
inferiority
Slovak Republic
all
01/12/2021
235.0817012
274.4567022
fizzled
Slovak Republic
all
01/13/2021
908.0063098
1070.957461
honeywell
Slovak Republic
all
01/14/2021
1010.944101
1204.71538
appointee
Slovak Republic
all
01/15/2021
906.5664203
1091.635042
chainring
Slovak Republic
all
01/16/2021
637.9231023
764.1015757
dispensers
Slovak Republic
all
01/17/2021
284.9467373
339.5184998
reconstituted
Slovak Republic
all
01/18/2021
0
0
incessant
Slovak Republic
all
01/19/2021
150.0285105
176.9062692
mentioning
Slovak Republic
all
01/20/2021
831.338622
975.2137554
threesome
Slovak Republic
all
01/21/2021
951.1936769
1110.081391
carson
Slovak Republic
all
01/22/2021
859.5590151
998.0149054
irrefutable
Slovak Republic
all
01/23/2021
581.3898675
671.6075707
powerbook
Slovak Republic
all
01/24/2021
216.1446975
248.4223857
arimathea
Slovak Republic
all
01/25/2021
0
0
plummer
Slovak Republic
all
01/26/2021
76.90397781
87.50325247
ferenczi
Slovak Republic
all
01/27/2021
784.0181907
887.6311634
ga'hoole
Slovak Republic
all
01/28/2021
908.7030105
1023.694
experiential
Singapore
all
04/19/2021
14.82721808
15.16239455
partnered
Singapore
all
04/20/2021
27.70930729
28.20676041
mancuso
Singapore
all
04/21/2021
16.78606698
17.01002321
nelson
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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