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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
West Virginia
02/14/2021
352.8035676
334.4240711
demoralizing
United States
West Virginia
02/15/2021
22.40328173
21.23701004
uncut
United States
West Virginia
02/16/2021
110.8425687
105.0764726
reformulating
United States
West Virginia
02/17/2021
140.6782635
133.3653701
saeed
United States
West Virginia
02/18/2021
311.6882293
295.4973906
automakers
United States
West Virginia
02/19/2021
22.73901579
21.55867597
chisholm
United States
West Virginia
02/20/2021
0
0
benadryl
United States
West Virginia
02/21/2021
320.3620241
303.7566537
wilhite
United States
West Virginia
02/22/2021
0
0
shortages
United States
West Virginia
02/23/2021
80.15328469
76.00469965
yahh
United States
West Virginia
02/24/2021
110.9798122
105.2398656
kitsch
United States
West Virginia
02/25/2021
282.8966455
268.2756617
bewilderment
United States
West Virginia
02/26/2021
0
0
third-stringer
United States
Washington DC
05/18/2021
0
0
al-shara
United States
Washington DC
05/19/2021
0
0
watercolors
United States
Washington DC
05/20/2021
0
0
mobile
United States
Washington DC
05/21/2021
0
0
evangelistic
United States
Washington DC
05/22/2021
0
0
concurrence
United States
Washington DC
05/23/2021
0
0
hobnobbing
United States
Washington DC
05/24/2021
0
0
remond
United States
Washington DC
05/25/2021
0
0
wowing
United States
Washington DC
05/26/2021
0
0
sauna
United States
Washington DC
05/27/2021
0
0
after-christmas
United States
Washington DC
05/28/2021
0
0
medved
United States
Washington DC
05/29/2021
0
0
satay
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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