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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
Vermont
01/16/2021
14.05575923
15.030608
luijendijk
United States
Vermont
01/17/2021
51.32902023
54.87674868
barnstormer
United States
Vermont
01/18/2021
56.51699715
60.40983608
totalizing
United States
Vermont
01/19/2021
25.03426787
26.75264183
louvers
United States
Vermont
01/20/2021
43.50259843
46.4782965
originate
United States
Vermont
01/21/2021
0
0
rational
United States
Vermont
01/22/2021
153.5613669
163.9923105
belligerency
United States
Vermont
01/23/2021
13.62762847
14.55007019
kauai
United States
Vermont
01/24/2021
50.96939803
54.40735555
emphasise
United States
Vermont
01/25/2021
56.15241605
59.92663498
poise
United States
Vermont
01/26/2021
24.60332152
26.25116244
chew
United States
Vermont
01/27/2021
43.10099679
45.97751403
dwarf
United States
Vermont
01/28/2021
0
0
three-bedroom
United States
Vermont
01/29/2021
153.3326797
163.4932059
sausage-making
United States
Vermont
01/30/2021
13.10272848
13.96786936
rabbinic
United States
Vermont
01/31/2021
50.50689067
53.82976902
glastonbury
United States
Vermont
02/01/2021
55.67933404
59.32932359
mongrels
United States
Vermont
02/02/2021
24.05889513
25.63035059
sd
United States
Vermont
02/03/2021
42.58128825
45.35249548
loggers
United States
Vermont
02/04/2021
0
0
airbrushing
United States
Vermont
02/05/2021
152.9767629
162.8602032
akan
United States
Vermont
02/06/2021
12.44740481
13.24865856
sablin
United States
Vermont
02/07/2021
49.91062379
53.11163881
on-campus
United States
Vermont
02/08/2021
55.06970196
58.58859211
verry
United States
Vermont
02/09/2021
23.37548963
24.86363979
cavaliers
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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