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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 Kingdom
Scotland
01/05/2021
630.5058524
600.9380311
nacional
United Kingdom
Scotland
01/06/2021
574.9196322
552.4718356
precedence
United Kingdom
Scotland
01/07/2021
453.4156376
439.3305442
unpolished
United Kingdom
Scotland
01/08/2021
395.750521
386.6680204
glutted
United Kingdom
Scotland
01/09/2021
235.7412368
232.276157
nadler
United Kingdom
Scotland
01/10/2021
224.5414024
223.1252887
rosser
United Kingdom
Scotland
01/11/2021
650.5139727
651.9642622
analyst
United Kingdom
Scotland
01/12/2021
557.3043417
563.3864957
soceity
United Kingdom
Scotland
01/13/2021
505.2470041
515.2253298
carefull
United Kingdom
Scotland
01/14/2021
391.1622312
402.4046642
synch
United Kingdom
Scotland
01/15/2021
337.3324584
350.1149232
sifting
United Kingdom
Scotland
01/16/2021
189.8979098
196.1131154
individuality
United Kingdom
Scotland
01/17/2021
182.3860433
187.4229498
sophie
United Kingdom
Northern Ireland
04/08/2021
0
0
mysterium
United Kingdom
Northern Ireland
04/09/2021
0
0
aslant
United Kingdom
Northern Ireland
04/10/2021
0
0
hotbot
United Kingdom
Northern Ireland
04/11/2021
0
0
rawlings
United Kingdom
Northern Ireland
04/12/2021
150.6495933
163.1783293
braillewriter
United Kingdom
Northern Ireland
04/13/2021
0
0
rtk
United Kingdom
Northern Ireland
04/14/2021
46.6546312
50.90182658
bakley
United Kingdom
Northern Ireland
04/15/2021
0
0
almonte
United Kingdom
Northern Ireland
04/16/2021
0
0
condensation
United Kingdom
Northern Ireland
04/17/2021
0
0
translations
United Kingdom
Northern Ireland
04/18/2021
0
0
curfew
United Kingdom
Northern Ireland
04/19/2021
141.9644709
157.7536951
russel
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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