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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
South Carolina
04/01/2021
0
0
afterlife
United States
South Carolina
04/02/2021
488.1827341
506.7581233
contented
United States
South Carolina
04/03/2021
95.43038088
99.40078625
booyah
United States
South Carolina
04/04/2021
0
0
bottom-up
United States
South Carolina
04/05/2021
0
0
raider
United States
South Carolina
04/06/2021
0
0
heightened
United States
South Carolina
04/07/2021
0
0
amt
United States
South Carolina
04/08/2021
0
0
subjection
United States
South Carolina
04/09/2021
468.8518043
484.026685
clog
United States
South Carolina
04/10/2021
75.14833124
77.46606311
wacko
United States
South Carolina
04/11/2021
0
0
lightfoot
United States
South Carolina
04/12/2021
0
0
apprenticeships
United States
South Carolina
04/13/2021
0
0
windhoek
United States
South Carolina
04/14/2021
0
0
hmmm
United States
South Carolina
04/15/2021
0
0
micaela
United States
South Carolina
01/06/2021
671.8290208
655.2400563
snooping
United States
South Carolina
01/07/2021
0
0
freemen
United States
South Carolina
01/08/2021
1200.690504
1175.281877
overextending
United States
South Carolina
01/09/2021
762.0777882
747.3035426
kobe
United States
South Carolina
01/10/2021
181.4653671
178.2705854
cultura
United States
South Carolina
01/11/2021
332.2775824
327.0217331
venting
United States
South Carolina
01/12/2021
528.5396994
521.1278227
miscellany
United States
South Carolina
01/13/2021
540.6381845
534.0302766
fracture
United States
South Carolina
01/14/2021
0
0
occiput
United States
South Carolina
01/15/2021
1066.678748
1057.504421
scholarship
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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