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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
04/26/2021
0
0
fuel-burning
United States
New Jersey
04/27/2021
0
0
nedd
United States
New Jersey
04/28/2021
0
0
offhanded
United States
New Jersey
04/29/2021
231.5519503
219.0042548
halvor
United States
New Jersey
04/30/2021
0
0
qualities
United States
New Jersey
05/01/2021
0
0
unpalatable
United States
New Jersey
05/02/2021
420.3028901
401.2705802
patrimonial
United States
New Jersey
05/03/2021
0
0
leader-follower
United States
New Jersey
05/04/2021
0
0
babysitting
United States
New Jersey
05/05/2021
0
0
pitta
United States
New Jersey
05/06/2021
200.9650791
194.304727
resented
United States
New Jersey
05/07/2021
0
0
yosi
United States
New Jersey
05/08/2021
0
0
turbinado
United States
New Jersey
05/09/2021
386.7585495
377.5413735
husband
United States
New Jersey
05/10/2021
0
0
town
United States
New Jersey
05/11/2021
0
0
smoke
United States
New Jersey
05/12/2021
0
0
bumper
United States
New Jersey
05/13/2021
173.4274493
171.4961559
after
United States
New Jersey
05/14/2021
0
0
first-born
United States
New Jersey
05/15/2021
0
0
ahhhhhhhhh
United States
New Jersey
05/16/2021
356.128568
355.6316603
hourglass
United States
New Jersey
05/17/2021
0
0
workability
United States
New Jersey
05/18/2021
0
0
non-normal
United States
New Jersey
05/19/2021
0
0
pro-syrian
United States
New Jersey
05/20/2021
148.6708747
150.4392873
manos
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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