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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
Pennsylvania
02/20/2021
487.4244653
483.2521731
nidal
United States
Pennsylvania
02/21/2021
0
0
hue
United States
Pennsylvania
02/22/2021
0
0
sheedy
United States
Pennsylvania
02/23/2021
288.020215
287.4746543
reoccupy
United States
Pennsylvania
02/24/2021
670.7771061
671.0103266
considerately
United States
Pennsylvania
02/25/2021
836.712915
838.8880698
vladimir
United States
Pennsylvania
02/26/2021
2225.341716
2236.160795
greenbelts
United States
Pennsylvania
02/27/2021
309.2591106
311.465399
dicots
United States
Pennsylvania
02/28/2021
0
0
martellus
United States
Pennsylvania
03/01/2021
0
0
vajrayana
United States
Pennsylvania
03/02/2021
120.3910181
122.0780863
taint
United States
Pennsylvania
03/03/2021
503.6360359
511.8590096
joubert
United States
Pennsylvania
03/04/2021
673.0712996
685.6252734
sunflower
United States
Pennsylvania
03/05/2021
2045.591927
2088.522747
monsoon
United States
Pennsylvania
03/06/2021
164.9932288
168.843006
audiotape
United States
Oregon
05/26/2021
0
0
stipulation
United States
Oregon
05/27/2021
0
0
step-children
United States
Oregon
05/28/2021
753.4179169
724.6783746
darabont
United States
Oregon
05/29/2021
30.29749623
29.1935089
spoonful
United States
Oregon
05/30/2021
0
0
diffraction
United States
Oregon
05/31/2021
0
0
hobamanana
United States
Oregon
06/01/2021
0
0
rubs
United States
Oregon
06/02/2021
0
0
kazumi
United States
Oregon
06/03/2021
0
0
sfor
United States
Oregon
06/04/2021
720.1206819
701.3502394
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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