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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
Delaware
01/05/2021
151.6129441
148.0358886
invoking
United States
Delaware
01/06/2021
20.27998201
19.79022614
fabulously
United States
Delaware
01/07/2021
270.5338251
263.8501608
enforcing
United States
Delaware
01/08/2021
264.6887817
258.0025894
much-celebrated
United States
Delaware
01/09/2021
160.2868998
156.1490833
mintel
United States
Delaware
01/10/2021
237.2808475
231.0240087
frisch
United States
Delaware
01/11/2021
42.91436691
41.75902035
conte
United States
Delaware
01/12/2021
102.9344495
100.1063529
choices
United States
Delaware
01/13/2021
0
0
irrigator
United States
Delaware
01/14/2021
224.8498541
218.4240855
silversides
United States
Delaware
01/15/2021
220.6138844
214.1876758
regenerative
United States
Delaware
01/16/2021
117.46681
113.9182897
premiership
United States
Delaware
01/17/2021
196.5896043
190.439052
dachau
United States
Connecticut
04/08/2021
0
0
ohtani
United States
Connecticut
04/09/2021
246.5406579
238.9624895
hyderabad
United States
Connecticut
04/10/2021
0
0
tastes
United States
Connecticut
04/11/2021
0
0
northern
United States
Connecticut
04/12/2021
1550.854515
1505.893443
fuerzas
United States
Connecticut
04/13/2021
0
0
mortis
United States
Connecticut
04/14/2021
0
0
rosenfeld
United States
Connecticut
04/15/2021
0
0
summit
United States
Connecticut
04/16/2021
157.8512146
153.6441302
skin-to-skin
United States
Connecticut
04/17/2021
0
0
advance
United States
Connecticut
04/18/2021
0
0
ukulele
United States
Connecticut
04/19/2021
1461.040614
1424.674442
torre
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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