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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
Northern Ireland
06/09/2021
15.21124008
14.82609059
risqu
United Kingdom
Northern Ireland
06/10/2021
0
0
macavity
United Kingdom
Northern Ireland
06/11/2021
0
0
salmonellosis
United Kingdom
Northern Ireland
06/12/2021
0
0
derricks
United Kingdom
Northern Ireland
06/13/2021
0
0
detroit
United Kingdom
Northern Ireland
06/14/2021
126.5566668
122.5839699
bruney
United Kingdom
Northern Ireland
06/15/2021
0
0
metro
United Kingdom
Northern Ireland
06/16/2021
11.62727747
11.23430135
managment
United Kingdom
Northern Ireland
06/17/2021
0
0
yancy
United Kingdom
Northern Ireland
06/18/2021
0
0
denis
United Kingdom
Northern Ireland
06/19/2021
0
0
copa
United Kingdom
Scotland
12/22/2020
802.7130713
686.5491324
miscues
United Kingdom
Scotland
12/23/2020
739.3890978
637.0592105
matilda
United Kingdom
Scotland
12/24/2020
602.4017166
522.8921382
renounced
United Kingdom
Scotland
12/25/2020
536.4281415
469.1164472
blighted
United Kingdom
Scotland
12/26/2020
355.9124733
313.6027854
dervishes
United Kingdom
Scotland
12/27/2020
341.5042431
303.1971921
padilla
United Kingdom
Scotland
12/28/2020
816.8976487
730.8264135
zis
United Kingdom
Scotland
12/29/2020
711.6693124
641.605213
acoustic
United Kingdom
Scotland
12/30/2020
652.3728965
592.7267714
gudeman
United Kingdom
Scotland
12/31/2020
523.2775162
479.1660464
fielded
United Kingdom
Scotland
01/01/2021
461.6054678
426.0366767
gonzalo
United Kingdom
Scotland
01/02/2021
291.4830423
271.1681004
alias
United Kingdom
Scotland
01/03/2021
278.8187401
261.471369
poole
United Kingdom
Scotland
01/04/2021
729.6313446
689.7800009
prefiguring
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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