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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
Oregon
04/16/2021
919.8627308
905.6224428
miriam
United States
Oregon
04/17/2021
209.6945306
205.7947595
enforce
United States
Oregon
04/18/2021
128.5730181
125.7837256
amanpour
United States
Oregon
04/19/2021
0
0
ers
United States
Oregon
04/20/2021
0
0
al-turabi
United States
Oregon
04/21/2021
0
0
stored
United States
Oregon
04/22/2021
0
0
full-back
United States
Oregon
04/23/2021
902.2593524
868.9751754
sleepyhead
United States
Oregon
04/24/2021
177.0418612
169.9827673
wagnerian
United States
Oregon
04/25/2021
95.06478225
90.99252209
manda
United States
Oregon
04/26/2021
0
0
brazdeikis
United States
Oregon
04/27/2021
0
0
richwood
United States
Oregon
04/28/2021
0
0
orris
United States
Oregon
04/29/2021
0
0
rythm
United States
Oregon
04/30/2021
882.9514171
835.1980289
fdp
United States
Oregon
05/01/2021
144.7629894
136.9958101
lawyer
United States
Oregon
05/02/2021
62.27791731
58.96319406
malians
United States
Oregon
05/03/2021
0
0
retire
United States
Oregon
05/04/2021
0
0
annville
United States
Oregon
05/05/2021
0
0
non-bank
United States
Oregon
05/06/2021
0
0
thomistic
United States
Oregon
05/07/2021
847.3954307
804.1189148
conspicuously
United States
Oregon
05/08/2021
112.3496582
106.6605044
insignias
United States
Oregon
05/09/2021
31.0838259
29.52324922
greeley
United States
Oregon
05/10/2021
0
0
gheorghiu
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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