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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
01/07/2021
1292.489355
1260.762921
seminarians
South Korea
all
01/08/2021
1209.185935
1178.082391
redux
South Korea
all
01/09/2021
1167.530371
1136.128673
langone
South Korea
all
01/10/2021
1093.415245
1062.727317
intelligence
South Korea
all
01/11/2021
1168.108073
1133.960061
determines
South Korea
all
01/12/2021
1233.56976
1196.071351
satanist
South Korea
all
01/13/2021
1436.590431
1391.251381
tins
South Korea
all
01/14/2021
1421.460637
1374.951458
whats
South Korea
all
01/15/2021
1338.248292
1292.914295
camper
South Korea
all
01/16/2021
1298.00491
1251.646853
ment
South Korea
all
01/17/2021
1224.962092
1178.968324
momentum
South Korea
all
01/18/2021
1302.237267
1250.965079
japheth
South Korea
all
01/19/2021
1370.300019
1313.856311
jone
South Korea
all
01/20/2021
1577.674174
1509.830594
unfurl
South Korea
all
01/21/2021
1564.414858
1494.318195
rica
South Korea
all
01/22/2021
1482.165563
1413.089479
nava
South Korea
all
01/23/2021
1442.481929
1372.671624
raphe
South Korea
all
01/24/2021
1369.597337
1300.870428
worms
South Korea
all
01/25/2021
1449.075578
1373.784354
execution
South Korea
all
01/26/2021
1519.221577
1437.595022
jovanovich
South Korea
all
01/27/2021
1730.532399
1634.498786
turnover
South Korea
all
01/28/2021
1718.268872
1619.895234
on-premises
South Africa
all
04/19/2021
1873.39016
1858.378827
mega
South Africa
all
04/20/2021
2364.562577
2351.209166
microcirculation
South Africa
all
04/21/2021
3041.627489
3031.680212
brutality
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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