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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 Kingdom
Wales
05/30/2021
0
0
leonid
United Kingdom
Wales
05/31/2021
177.2953684
190.6918469
aficionados
United Kingdom
Wales
06/01/2021
0
0
veins
United Kingdom
Wales
06/02/2021
92.36686039
98.12965913
bestest
United Kingdom
Wales
06/03/2021
0
0
held
United Kingdom
Wales
06/04/2021
0
0
vexed
United Kingdom
Wales
06/05/2021
0
0
mailing
United Kingdom
Wales
06/06/2021
0
0
sensation
United Kingdom
Wales
06/07/2021
174.9155748
180.3090448
forfeit
United Kingdom
Wales
06/08/2021
0
0
farfetched
United Kingdom
Wales
06/09/2021
86.4839824
88.10392842
homestar
United Kingdom
Wales
06/10/2021
0
0
peachy
United Kingdom
Wales
06/11/2021
0
0
reservations
United Kingdom
Wales
06/12/2021
0
0
variance
United Kingdom
Wales
06/13/2021
0
0
lvi-strauss
United Kingdom
Wales
06/14/2021
172.4159598
170.6366895
metzl
United Kingdom
Wales
06/15/2021
0
0
postcards
United Kingdom
Wales
06/16/2021
80.49502789
78.76589243
hair-cutting
United Kingdom
Wales
06/17/2021
0
0
khartoum
United Kingdom
Wales
06/18/2021
0
0
punked
United States
Wales
06/19/2021
0
0
bisset
United States
all
12/22/2020
91938.84951
77414.73571
shield
United States
all
12/23/2020
97649.36778
87548.73566
matteo
United States
all
12/24/2020
55268.84944
16806.44109
treasures
United States
all
12/25/2020
120301.7625
107063.3577
mucosa
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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