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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
Arkansas
02/19/2021
0
0
manson
United States
Arkansas
02/20/2021
0
0
infiltration
United States
Arkansas
02/21/2021
0
0
perish
United States
Arkansas
02/22/2021
0
0
heckles
United States
Arkansas
02/23/2021
147.4875025
140.8799753
methicillin
United States
Arkansas
02/24/2021
64.07872797
60.81745687
zurita
United States
Arkansas
02/25/2021
536.0450035
505.5377985
second-story
United States
Arkansas
02/26/2021
0
0
unconvincing
United States
Arkansas
02/27/2021
0
0
how
United States
Arkansas
02/28/2021
0
0
guzzling
United States
Arkansas
03/01/2021
0
0
emeka
United States
Arkansas
03/02/2021
111.7451078
102.1476613
voiceprint
United States
Arkansas
03/03/2021
26.61593863
24.1813878
heep
United States
Arkansas
03/04/2021
521.4777928
470.9024816
fleischman
United States
Arkansas
03/05/2021
0
0
intriguingly
United States
Arkansas
03/06/2021
0
0
metalwork
United States
Arkansas
03/07/2021
0
0
civil-military
United States
Arkansas
03/08/2021
0
0
lyricism
United States
Arkansas
03/09/2021
78.24386936
69.30971909
sse
United States
Arkansas
03/10/2021
0
0
embalmed
United States
Arkansas
03/11/2021
493.3011489
441.1852588
on-campus
United States
Arkansas
03/12/2021
0
0
rojo
United States
Arkansas
03/13/2021
0
0
space-age
United States
Arkansas
03/14/2021
0
0
snowplow
United States
Arkansas
03/15/2021
0
0
maturation
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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