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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
Maryland
06/15/2021
0
0
finesse
United States
Maryland
06/16/2021
273.4674276
248.5900442
mistaking
United States
Maryland
06/17/2021
0
0
intersected
United States
Maryland
06/18/2021
45.86564678
41.35922945
enliven
United States
Maryland
06/19/2021
0
0
tuu
United States
Massachusetts
12/22/2020
1579.192322
1777.06751
premiere
United States
Massachusetts
12/23/2020
2217.93597
2487.518373
hightower
United States
Massachusetts
12/24/2020
0
0
medial
United States
Massachusetts
12/25/2020
3259.197049
3631.108003
bond
United States
Massachusetts
12/26/2020
1916.58808
2128.237702
boys
United States
Massachusetts
12/27/2020
1226.234372
1357.164144
rex
United States
Massachusetts
12/28/2020
5.788001048
6.384982972
jeezy
United States
Massachusetts
12/29/2020
1327.061193
1459.146915
inundated
United States
Massachusetts
12/30/2020
1983.580222
2173.899278
swivels
United States
Massachusetts
12/31/2020
0
0
lankan
United States
Massachusetts
01/01/2021
3048.204873
3319.026951
zebra
United States
Massachusetts
01/02/2021
1675.437032
1818.402737
tonia
United States
Massachusetts
01/03/2021
972.668035
1052.268279
spreaders
United States
Massachusetts
01/04/2021
0
0
macklowe
United States
Massachusetts
01/05/2021
1078.584101
1159.38868
reworked
United States
Massachusetts
01/06/2021
1755.019342
1880.486542
delbecq
United States
Massachusetts
01/07/2021
0
0
gara
United States
Massachusetts
01/08/2021
2845.913332
3030.049807
sea-change
United States
Massachusetts
01/09/2021
1444.967879
1533.60222
buggery
United States
Massachusetts
01/10/2021
731.3623285
773.7806961
lightweight
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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