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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
Missouri
03/07/2021
0
0
tricep
United States
Missouri
03/08/2021
288.0181403
271.6675209
heretical
United States
Missouri
03/09/2021
0
0
frontality
United States
Missouri
03/10/2021
105.7633301
100.1294952
dano
United States
Missouri
03/11/2021
425.6042744
403.6822444
bytes
United States
Missouri
03/12/2021
0
0
rougher
United States
Missouri
03/13/2021
0
0
deep-ocean
United States
Missouri
03/14/2021
0
0
baskets
United States
Missouri
03/15/2021
241.9203633
231.1788993
loi
United States
Missouri
03/16/2021
0
0
lickers
United States
Missouri
03/17/2021
64.35274191
61.72669047
hester
United States
Missouri
03/18/2021
382.1841191
367.2788834
panacea
United States
Missouri
03/19/2021
0
0
remoteness
United States
Missouri
03/20/2021
0
0
polanski
United States
Missouri
03/21/2021
0
0
inflections
United States
Missouri
03/22/2021
203.0759768
196.6377464
tards
United States
Missouri
03/23/2021
0
0
i-man
United States
Missouri
03/24/2021
29.80743419
28.97242211
beaten
United States
Missouri
03/25/2021
345.2680859
336.2365693
flushable
United States
Missouri
03/26/2021
0
0
gloriously
United States
Missouri
03/27/2021
0
0
barsky
United States
Missouri
03/28/2021
0
0
redundancies
United States
Missouri
03/29/2021
170.3692085
167.1893836
fiscally
United States
Missouri
03/30/2021
0
0
whistling
United States
Missouri
03/31/2021
1.068733991
1.052837568
beholding
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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