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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
02/10/2021
209.9506282
218.1517781
triton
United States
South Carolina
02/11/2021
0
0
vyacheslav
United States
South Carolina
02/12/2021
728.4269382
751.8845261
roves
United States
South Carolina
02/13/2021
326.8723147
336.2886308
nocs
United States
South Carolina
02/14/2021
0
0
drapes
United States
South Carolina
02/15/2021
0
0
re-tweeting
United States
South Carolina
02/16/2021
137.5671879
140.1469591
penthouse
United States
South Carolina
02/17/2021
163.1913121
165.711775
albumin
United States
South Carolina
02/18/2021
0
0
gloucester
United States
South Carolina
02/19/2021
695.1084463
701.2899893
reawaken
United States
South Carolina
02/20/2021
285.725763
287.3397035
stop-motion
United States
South Carolina
02/21/2021
0
0
minaj
United States
South Carolina
02/22/2021
0
0
bolander
United States
South Carolina
02/23/2021
93.26651158
92.89712983
kalanick
United States
South Carolina
02/24/2021
121.0226574
120.1606323
profitably
United States
Rhode Island
05/16/2021
0
0
popularity
United States
Rhode Island
05/17/2021
391.6587325
399.4447332
froy
United States
Rhode Island
05/18/2021
0
0
on-on
United States
Rhode Island
05/19/2021
0
0
oxide
United States
Rhode Island
05/20/2021
0
0
millay
United States
Rhode Island
05/21/2021
0
0
vandervoort
United States
Rhode Island
05/22/2021
0
0
arthropods
United States
Rhode Island
05/23/2021
0
0
graybill
United States
Rhode Island
05/24/2021
374.3239068
367.2046441
unruffled
United States
Rhode Island
05/25/2021
0
0
cicely
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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