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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
South Korea
all
02/01/2021
1606.423163
1503.261384
survey
South Korea
all
02/02/2021
1678.797717
1568.091201
missourians
South Korea
all
02/03/2021
1894.181902
1766.015502
filth
South Korea
all
02/04/2021
1883.043355
1752.405067
inflamed
South Korea
all
02/05/2021
1801.147019
1673.116426
half-full
South Korea
all
02/06/2021
1763.015662
1634.697689
shrimping
South Korea
all
02/07/2021
1690.875661
1564.943582
ttp
South Korea
all
02/08/2021
1775.168397
1639.961883
calamity
South Korea
all
02/09/2021
1849.88309
1705.87462
cope
South Korea
all
02/10/2021
2069.444911
1904.876234
rerouted
South Korea
all
02/11/2021
2050.342587
1892.305826
heightening
South Korea
all
02/12/2021
1960.35337
1814.071174
milburn
South Korea
all
02/13/2021
1914.890387
1776.732402
bias
South Korea
all
02/14/2021
1835.978924
1708.075394
circadian
South Korea
all
02/15/2021
1912.686552
1784.216306
riverbank
South Korea
all
02/16/2021
1979.209177
1851.240661
sickos
South Korea
all
02/17/2021
2187.24338
2051.34604
palmetto
South Korea
all
02/18/2021
2169.096653
2039.832545
anti-war
South Korea
all
02/19/2021
2081.392073
1962.666389
essentials
South Korea
all
02/20/2021
2037.404586
1926.415854
lithium
South Korea
all
02/21/2021
1960.611931
1858.86477
emcees
South Korea
all
02/22/2021
2036.534662
1936.13032
self-indulgent
South Korea
all
02/23/2021
2102.440921
2004.271063
billboards
South Korea
all
02/24/2021
2307.151087
2205.473459
hasim
South Korea
all
02/25/2021
2289.884595
2195.006582
whispers
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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