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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 States
New Jersey
01/16/2021
172.1850244
158.9204531
manipulate
United States
New Jersey
01/17/2021
1777.303038
1651.735359
watchers
United States
New Jersey
01/18/2021
296.5589224
277.5270592
connolly
United States
New Jersey
01/19/2021
1165.873375
1098.707684
michell
United States
New Jersey
01/20/2021
943.4354007
895.3663398
enactment
United States
New Jersey
01/21/2021
1379.687792
1318.708839
sbb
United States
New Jersey
01/22/2021
949.7695895
914.2981649
oregonian
United States
New Jersey
01/23/2021
0
0
profitless
United States
New Jersey
01/24/2021
1462.189765
1428.050488
bunuel
United States
New Jersey
01/25/2021
61.85596952
60.854239
myhrvold
United States
New Jersey
01/26/2021
897.7981606
889.7758695
kitagawa
United States
New Jersey
01/27/2021
694.4811294
693.3918002
futures
United States
New Jersey
01/28/2021
1117.014446
1123.614615
dannel
United States
New Jersey
01/29/2021
715.9605604
725.6252468
aground
United States
New Jersey
01/30/2021
0
0
reagan-bush
United States
New Jersey
01/31/2021
1210.625472
1245.767638
asterisks
United States
New Jersey
02/01/2021
0
0
perceptively
United States
New Jersey
02/02/2021
684.8460943
715.6919724
julee
United States
New Jersey
02/03/2021
498.8025705
525.3564176
paychecks
United States
New Jersey
02/04/2021
905.7750574
961.5339371
toon
United States
New Jersey
02/05/2021
531.8568943
569.0954095
chum
United States
New Jersey
02/06/2021
0
0
fidel
United States
New Jersey
02/07/2021
1006.825296
1094.761706
biodegradable
United States
New Jersey
02/08/2021
0
0
visitant
United States
New Jersey
02/09/2021
515.5518021
569.8057637
associate
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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