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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
Uganda
all
03/08/2021
705.4987183
619.5064579
miscarry
Uganda
all
03/09/2021
671.1047958
591.935237
enticing
Uganda
all
03/10/2021
920.7019036
815.7287856
declined
Uganda
all
03/11/2021
621.6571355
553.2600308
archbishop
Uganda
all
03/12/2021
896.63113
801.5906135
overlong
Uganda
all
03/13/2021
761.9118926
684.246979
extractor
Uganda
all
03/14/2021
586.3790068
529.0111753
guitars
Uganda
all
03/15/2021
708.7412313
642.334844
lair
Uganda
all
03/16/2021
675.2583304
614.8090034
prioritised
Uganda
all
03/17/2021
916.8652271
838.6513998
subdue
Uganda
all
03/18/2021
627.0294989
576.2075693
pinstripe
Uganda
all
03/19/2021
893.1457916
824.5893989
exorcism
Uganda
all
03/20/2021
762.4947657
707.2714752
sgo
Uganda
all
03/21/2021
592.3838842
552.0723121
monounsaturated
Uganda
all
03/22/2021
710.6714103
665.4488698
farmyard
Uganda
all
03/23/2021
678.0904417
637.964243
hydrops
Uganda
all
03/24/2021
911.6967217
861.8502689
dann
Uganda
all
03/25/2021
631.0610583
599.4258428
tohono
Uganda
all
03/26/2021
888.309787
847.8542792
interpreted
Uganda
all
03/27/2021
761.7167994
730.5553479
washcloth
Uganda
all
03/28/2021
597.018593
575.3876012
enjoyably
Uganda
all
03/29/2021
711.2209267
688.8117594
foremen
Turkey
all
06/18/2021
2498.654276
2202.89102
feingold
Uganda
all
06/19/2021
0
0
sandgren
Uganda
all
12/22/2020
389.8408283
359.221048
pekinese
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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