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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
Nebraska
02/25/2021
1790.960233
1905.386485
madam
United States
Nebraska
02/26/2021
0
0
exploit
United States
Nebraska
02/27/2021
0
0
betrayal
United States
Nebraska
02/28/2021
0
0
head-butted
United States
Nebraska
03/01/2021
0
0
asc
United States
Nebraska
03/02/2021
0
0
sparkplugs
United States
Nebraska
03/03/2021
0
0
blache
United States
Nebraska
03/04/2021
1645.629966
1755.223392
shannon
United States
Nebraska
03/05/2021
0
0
kauai
United States
Nebraska
03/06/2021
0
0
shinto
United States
Nebraska
03/07/2021
0
0
considerably
United States
Nebraska
03/08/2021
0
0
temporal
United States
Nebraska
03/09/2021
0
0
peron
United States
Nebraska
03/10/2021
0
0
bombshell
United States
Nebraska
03/11/2021
1542.382409
1615.255104
guangdong
United States
Nebraska
03/12/2021
0
0
sanctimoniously
United States
Nebraska
03/13/2021
0
0
finishes
United States
Nebraska
03/14/2021
0
0
onei
United States
Nebraska
03/15/2021
0
0
magnetism
United States
Nebraska
03/16/2021
0
0
friendly
United States
Nebraska
03/17/2021
0
0
still-unfinished
United States
Nebraska
03/18/2021
1482.815904
1485.06641
sayre
United States
Nebraska
03/19/2021
0
0
outsized
United States
Nebraska
03/20/2021
0
0
narc
United States
Nebraska
03/21/2021
0
0
run-down
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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