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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
Taiwan
all
03/28/2021
745.6287698
757.6368885
suppresses
Taiwan
all
03/29/2021
785.4280075
797.7671543
torry
Taiwan
all
03/30/2021
790.6407299
802.7500282
crosshairs
Taiwan
all
03/31/2021
813.8651844
826.0095349
emina
Taiwan
all
04/01/2021
830.4544793
842.5194413
sutphin
Taiwan
all
04/02/2021
862.9955592
875.1938045
scalloped
Taiwan
all
04/03/2021
879.1367685
891.2176064
sliced
Taiwan
all
04/04/2021
899.4244417
907.6202501
self-analysis
Taiwan
all
04/05/2021
947.110342
951.3959666
reindeer
Taiwan
all
04/06/2021
960.1156362
960.0956009
shafer
Taiwan
all
04/07/2021
991.6396051
987.1517165
artifact
Taiwan
all
04/08/2021
1016.676745
1007.536641
nieto
Taiwan
all
04/09/2021
1058.36194
1044.164265
krim
Taiwan
all
04/10/2021
1083.504589
1064.218189
modifying
Taiwan
all
04/11/2021
1109.300526
1084.733449
yemeni
Taiwan
all
04/12/2021
1163.485685
1132.706136
seaway
Taiwan
all
04/13/2021
1181.993798
1145.677098
recession
Taiwan
all
04/14/2021
1219.732317
1177.092916
fifteenth
Taiwan
all
04/15/2021
1250.895468
1201.917611
lymphatic
Taiwan
all
04/16/2021
1299.351797
1243.071493
maehr
Taiwan
all
04/17/2021
1330.864407
1267.730626
totalled
Taiwan
all
04/18/2021
1363.177204
1292.937029
militancy
Taiwan
all
01/09/2021
101.1206498
90.89583857
confort
Taiwan
all
01/10/2021
97.0279898
87.17070867
epistemological
Taiwan
all
01/11/2021
122.8585559
110.3185297
antagonists
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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