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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
Sudan
all
05/17/2021
5738.940098
5416.126958
friendliest
Sudan
all
05/18/2021
5810.65406
5484.598637
refectory
Sudan
all
05/19/2021
5689.782815
5371.285243
rembrandt
Sudan
all
05/20/2021
5756.76133
5435.299205
oldboy
Sudan
all
05/21/2021
5605.229718
5292.993514
krycek
Sudan
all
05/22/2021
6249.639078
5902.358798
gull
Sudan
all
05/23/2021
5742.931281
5424.59127
hunt-and-peck
Sudan
all
05/24/2021
6242.683077
5897.492944
embargoes
Sudan
all
05/25/2021
6315.009201
5966.681833
short-haul
Sudan
all
05/26/2021
6185.463974
5853.894343
isolating
Sudan
all
05/27/2021
6243.359347
5918.42039
consuls
Sudan
all
05/28/2021
6083.54114
5776.436268
pseudo-intellectual
Sudan
all
05/29/2021
6714.544332
6386.123657
fixable
Sudan
all
05/30/2021
6201.540032
5907.976478
surplus
Sudan
all
05/31/2021
6686.77899
6380.809716
clacked
Sudan
all
06/01/2021
6747.378852
6449.331977
secularism
Sudan
all
06/02/2021
6617.446953
6335.6637
tremendous
Sudan
all
06/03/2021
6672.754196
6399.263428
blackwood
Sudan
all
06/04/2021
6512.63749
6256.13607
need/want
Sudan
all
06/05/2021
7134.192957
6864.67155
dean
Sudan
all
06/06/2021
6624.165336
6384.588618
felice
Sudan
all
06/07/2021
7101.161126
6855.816511
medievalists
Sudan
all
02/28/2021
1230.560046
1208.350809
bbm
Sudan
all
03/01/2021
1671.23743
1638.15628
impingement
Sudan
all
03/02/2021
1703.927965
1667.234666
swain
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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