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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
02/16/2021
5476.045684
5504.822337
variants
Turkey
all
02/17/2021
0
0
heaviest
Turkey
all
02/18/2021
20787.68737
20814.89002
babbitt
Turkey
all
02/19/2021
20771.00256
20757.43878
college-bound
Turkey
all
02/20/2021
999.8049685
997.1985232
handicapping
Turkey
all
02/21/2021
0
0
treacy
Turkey
all
02/22/2021
0
0
grumpy
Turkey
all
02/23/2021
2086.192558
2068.620158
incorrigible
Turkey
all
02/24/2021
0
0
acupuncture
Turkey
all
02/25/2021
17839.59909
17620.8295
fountain
Turkey
all
02/26/2021
18037.80667
17782.17506
planners
Turkey
all
02/27/2021
0
0
mockbee
Turkey
all
02/28/2021
0
0
deductions
Turkey
all
03/01/2021
0
0
fraiche
Turkey
all
03/02/2021
0
0
hallmark
Turkey
all
03/03/2021
0
0
honra
Turkey
all
03/04/2021
15461.47683
15067.64363
melted
Turkey
all
03/05/2021
15839.59505
15406.69762
hundley
Turkey
all
03/06/2021
0
0
obispo
Turkey
all
03/07/2021
0
0
world
Turkey
all
03/08/2021
0
0
overnights
Turkey
all
03/09/2021
0
0
terrie
Tunisia
all
05/29/2021
416.7604415
486.2026739
wide
Tunisia
all
05/30/2021
475.6315355
549.2440075
violations
Tunisia
all
05/31/2021
0
0
dim-witted
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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