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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
Colorado
04/25/2021
0
0
schadenfreude
United States
Colorado
04/26/2021
0
0
veut
United States
Colorado
04/27/2021
0
0
torches
United States
Colorado
04/28/2021
0
0
ex-klansman
United States
Colorado
04/29/2021
990.442384
949.9239206
picadors
United States
Colorado
04/30/2021
0
0
whirled
United States
Colorado
05/01/2021
0
0
sequencing
United States
Colorado
05/02/2021
0
0
jenks
United States
Colorado
05/03/2021
0
0
sofie
United States
Colorado
05/04/2021
0
0
maa
United States
Colorado
05/05/2021
0
0
kennard
United States
Colorado
05/06/2021
923.8975013
902.1425404
hootie
United States
Colorado
05/07/2021
0
0
pounds
United States
Colorado
01/28/2021
1963.893499
1910.207192
canners
United States
Colorado
01/29/2021
198.6595364
192.1207819
llike
United States
Colorado
01/30/2021
364.4978759
350.4907779
required
United States
Colorado
01/31/2021
0
0
double-dating
United States
Colorado
02/01/2021
353.449125
336.0346286
cheese-stuffed
United States
Colorado
02/02/2021
0
0
solorio
United States
Colorado
02/03/2021
0
0
peeling
United States
Colorado
02/04/2021
1902.741023
1778.906982
well-rehearsed
United States
Colorado
02/05/2021
71.1586943
66.16077261
pca
United States
Colorado
02/06/2021
249.2370198
230.4609709
priv
United States
Colorado
02/07/2021
0
0
salman
United States
Colorado
02/08/2021
242.2606434
221.5803329
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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