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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
New Jersey
02/10/2021
345.2079409
384.7013423
seles
United States
New Jersey
02/11/2021
745.1400004
826.0106257
milestones
United States
New Jersey
02/12/2021
397.519925
438.3525689
spqr
United States
New Jersey
02/13/2021
0
0
correlate
United States
New Jersey
02/14/2021
887.7435862
968.7722452
ghengis
United States
New Jersey
02/15/2021
0
0
saint-denis
United States
New Jersey
02/16/2021
414.9899679
448.2166729
intersecting
United States
New Jersey
02/17/2021
249.0137241
267.5771759
tadpoles
United States
New Jersey
02/18/2021
667.1649741
713.2564872
lumps
United States
New Jersey
02/19/2021
309.9289005
329.6647414
monitoring
United States
New Jersey
02/20/2021
0
0
disqualify
United States
New Jersey
02/21/2021
820.6101386
864.124631
snide
United States
New Jersey
02/22/2021
0
0
panzanella
United States
New Jersey
02/23/2021
333.1197947
347.306235
graham-cassidy
United States
New Jersey
02/24/2021
164.2894895
170.4410887
newly-built
United States
New Hampshire
05/16/2021
0
0
right
United States
New Hampshire
05/17/2021
27.06727
27.94012177
tali
United States
New Hampshire
05/18/2021
0
0
liam
United States
New Hampshire
05/19/2021
0
0
crustaceans
United States
New Hampshire
05/20/2021
0
0
hisham
United States
New Hampshire
05/21/2021
16.98030449
17.83085879
seven-yard
United States
New Hampshire
05/22/2021
218.5656299
230.5098539
contra
United States
New Hampshire
05/23/2021
0
0
ull
United States
New Hampshire
05/24/2021
18.97597345
20.18821796
monta
United States
New Hampshire
05/25/2021
0
0
abdullah
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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