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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
Hawaii
03/31/2021
29.59553349
31.13299019
stressed
United States
Hawaii
04/01/2021
42.53044271
45.01306039
pastel-colored
United States
Hawaii
04/02/2021
53.44547475
56.91277318
maxi
United States
Hawaii
04/03/2021
9.885814407
10.59224036
resells
United States
Hawaii
04/04/2021
0
0
independiente
United States
Hawaii
04/05/2021
21.62593836
23.11413945
perform
United States
Hawaii
04/06/2021
0
0
hoarder
United States
Hawaii
04/07/2021
27.37378818
29.18553826
martine
United States
Hawaii
04/08/2021
40.46008855
43.08495453
helmed
United States
Hawaii
04/09/2021
51.71484299
55.00227858
pouty
United States
Hawaii
04/10/2021
8.188058328
8.69788605
osage
United States
Hawaii
04/11/2021
0
0
pragmatism
United States
Hawaii
04/12/2021
20.04508531
21.24111357
clique
United States
Hawaii
04/13/2021
0
0
replicates
United States
Hawaii
04/14/2021
25.85630875
27.33223091
low-carbon
United States
Hawaii
04/15/2021
39.07061748
41.25051671
tent-pole
United States
Hawaii
04/16/2021
50.43581321
53.18502311
cozumel
United States
Hawaii
04/17/2021
6.547902397
6.896430621
wyer
United States
Hawaii
04/18/2021
0
0
innes
United States
Hawaii
04/19/2021
18.52176957
19.46033327
shortcakes
United States
Hawaii
04/20/2021
0
0
billows
United States
Hawaii
04/21/2021
24.39631558
25.57055859
io
United States
Hawaii
04/22/2021
37.73851057
39.50715628
roses
United States
Hawaii
04/23/2021
49.21406144
51.45835481
pointy-headed
United States
Hawaii
04/24/2021
4.96502834
5.185190653
dunaway
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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