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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
Turkey
all
05/27/2021
1887.904966
1767.126766
goofily
Turkey
all
05/28/2021
3286.473235
3067.619107
a-bomb
Turkey
all
05/29/2021
0
0
surveyed
Turkey
all
05/30/2021
0
0
arrayed
Turkey
all
05/31/2021
0
0
indirect
Turkey
all
06/01/2021
0
0
arbitrarily
Turkey
all
06/02/2021
0
0
klicks
Turkey
all
06/03/2021
1532.201
1406.566589
sensuously
Turkey
all
06/04/2021
2986.253223
2733.872962
booby-trapped
Turkey
all
06/05/2021
0
0
better-tasting
Turkey
all
06/06/2021
0
0
niederhauser
Turkey
all
06/07/2021
0
0
nonparticipating
Turkey
all
06/08/2021
0
0
bun
Turkey
all
06/09/2021
0
0
apostrophes
Turkey
all
06/10/2021
1218.634146
1097.579261
fireplaces
Turkey
all
06/11/2021
2725.212699
2447.893943
equal
Turkey
all
06/12/2021
0
0
massiveness
Turkey
all
06/13/2021
0
0
inglourious
Turkey
all
06/14/2021
0
0
maller
Turkey
all
06/15/2021
0
0
nobile
Turkey
all
06/16/2021
0
0
gabs
Turkey
all
06/17/2021
942.1644525
832.8412825
lobelia
Turkey
all
03/10/2021
0
0
manner
Turkey
all
03/11/2021
13079.8225
12856.13054
goodnight
Turkey
all
03/12/2021
13509.57528
13351.05573
honorius
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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