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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
United Kingdom
all
12/26/2020
4400.916954
8660.141243
near-term
United Kingdom
all
12/27/2020
4263.900987
5209.55008
dayhiking
United Kingdom
all
12/28/2020
11157.97714
5612.043321
leading
United Kingdom
all
12/29/2020
7877.241022
1380.041766
vasodilators
United Kingdom
all
12/30/2020
8156.202113
8603.299965
quaternary
United Kingdom
all
12/31/2020
6402.854503
8524.906439
standard-issue
United Kingdom
all
01/01/2021
6264.134441
6130.663022
dickless
United Kingdom
all
01/02/2021
3278.507665
7483.684602
ord
United Kingdom
all
01/03/2021
3175.21444
4059.194118
food-service
United Kingdom
all
01/04/2021
9814.819175
4489.369903
seize
United Kingdom
all
01/05/2021
6669.368407
284.1771937
usta
United Kingdom
all
01/06/2021
6974.57311
7536.12782
allen-meares
United Kingdom
all
01/07/2021
5301.733821
7481.618878
once-in-a-lifetime
United Arab Emirates
all
03/29/2021
573.8094419
610.0466076
outrageously
United Arab Emirates
all
03/30/2021
775.4027069
831.9272171
deluded
United Arab Emirates
all
03/31/2021
743.8398904
805.4464454
clots
United Arab Emirates
all
04/01/2021
732.8729657
800.9810828
eyeing
United Arab Emirates
all
04/02/2021
694.4278086
766.1166148
monkeying
United Arab Emirates
all
04/03/2021
648.7218595
722.5020975
deathlike
United Arab Emirates
all
04/04/2021
640.2929493
709.3580703
atop
United Arab Emirates
all
04/05/2021
502.3143512
553.5803252
stabilizing
United Arab Emirates
all
04/06/2021
707.617961
775.7719976
responsive
United Arab Emirates
all
04/07/2021
687.2063936
749.4875712
incredulous
United Arab Emirates
all
04/08/2021
686.8545223
745.2391772
harmonizing
United Arab Emirates
all
04/09/2021
658.3080182
710.6001443
vessel
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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