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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
Alaska
05/15/2021
0
0
apparition
United States
Alaska
05/16/2021
0
0
wolf
United States
Alaska
05/17/2021
0
0
ryans
United States
Alaska
05/18/2021
0
0
spells
United States
Alaska
05/19/2021
17.39534507
17.00362773
pride
United States
Alaska
05/20/2021
0
0
raddatz
United States
Alaska
05/21/2021
0.6600726704
0.6381237406
lettin
United States
Alaska
05/22/2021
0
0
horseflies
United States
Alaska
05/23/2021
0
0
holt
United States
Alaska
05/24/2021
0
0
diplomacy
United States
Alaska
05/25/2021
0
0
doorknob
United States
Alaska
05/26/2021
16.83402474
15.99171628
isherwood
United States
Alaska
05/27/2021
0
0
bravely
United States
Alaska
02/17/2021
61.16150729
66.78403636
khanty
United States
Alaska
02/18/2021
0
0
others
United States
Alaska
02/19/2021
44.43791718
47.64141863
step-by-step
United States
Alaska
02/20/2021
39.98242795
42.47882584
nets
United States
Alaska
02/21/2021
0
0
storm-force
United States
Alaska
02/22/2021
0
0
swim-up
United States
Alaska
02/23/2021
0
0
alien
United States
Alaska
02/24/2021
56.51681112
57.95838109
accordionist
United States
Alaska
02/25/2021
0
0
lozenge
United States
Alaska
02/26/2021
38.98721252
39.29864354
adulyadej
United States
Alaska
02/27/2021
34.61676873
34.59776899
leslie
United States
Alaska
02/28/2021
0
0
geniality
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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