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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
Louisiana
01/05/2021
1464.4527
1458.592092
you-you
United States
Louisiana
01/06/2021
0
0
note
United States
Louisiana
01/07/2021
0
0
fiefdom
United States
Louisiana
01/08/2021
3226.724344
3211.943243
travesty
United States
Louisiana
01/09/2021
0
0
perquisites
United States
Louisiana
01/10/2021
0
0
josette
United States
Louisiana
01/11/2021
0
0
slapp
United States
Louisiana
01/12/2021
1258.749759
1252.013313
dysmorphia
United States
Louisiana
01/13/2021
0
0
lonestar
United States
Louisiana
01/14/2021
0
0
degraded
United States
Louisiana
01/15/2021
3031.238552
3013.266167
freshly
United States
Louisiana
01/16/2021
0
0
spading
United States
Louisiana
01/17/2021
0
0
legalized
United States
Kentucky
04/08/2021
0
0
enchanting
United States
Kentucky
04/09/2021
1585.440045
1660.927461
sprayed
United States
Kentucky
04/10/2021
0
0
interchangeable-lens
United States
Kentucky
04/11/2021
0
0
predicated
United States
Kentucky
04/12/2021
0
0
rinsing
United States
Kentucky
04/13/2021
0
0
neely
United States
Kentucky
04/14/2021
0
0
sula
United States
Kentucky
04/15/2021
0
0
sheepshead
United States
Kentucky
04/16/2021
1562.789884
1572.738817
tenuous
United States
Kentucky
04/17/2021
0
0
indispensible
United States
Kentucky
04/18/2021
0
0
tenets
United States
Kentucky
04/19/2021
0
0
moderation
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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