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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
Trinidad and Tobago
all
02/01/2021
11.56972401
10.20854786
stabilizer
Trinidad and Tobago
all
02/02/2021
6.53307188
5.753622758
violent
Trinidad and Tobago
all
02/03/2021
7.775601357
6.835061788
portrays
Trinidad and Tobago
all
02/04/2021
71.07094502
62.35719737
ta-da
Trinidad and Tobago
all
02/05/2021
16.34787734
14.31671666
nav
Trinidad and Tobago
all
02/06/2021
50.70978433
44.32644499
headhunter
Trinidad and Tobago
all
02/07/2021
36.41985618
31.77605331
belvoir
Trinidad and Tobago
all
02/08/2021
13.54224723
11.79355029
iranian-made
Trinidad and Tobago
all
02/09/2021
8.464559464
7.357864431
zworykin
Trinidad and Tobago
all
02/10/2021
9.749270651
8.458914578
trocadero
Trinidad and Tobago
all
02/11/2021
73.59164232
64.00048781
brockman
Trinidad and Tobago
all
02/12/2021
18.32265047
15.97194213
limper
Trinidad and Tobago
all
02/13/2021
52.64636999
45.99968744
prescriptive
Trinidad and Tobago
all
02/14/2021
38.20857664
33.4631418
steely
Trinidad and Tobago
all
02/15/2021
15.37366265
13.49599799
patient
Trinidad and Tobago
all
02/16/2021
10.31695485
9.078276399
protectively
Trinidad and Tobago
all
02/17/2021
11.56188577
10.19781621
top-seeded
Trinidad and Tobago
all
02/18/2021
74.37692819
65.75757834
yeomanry
Trinidad and Tobago
all
02/19/2021
20.01709722
17.73945133
breadmaking
Trinidad and Tobago
all
02/20/2021
53.79117099
47.78417041
drei
Trinidad and Tobago
all
02/21/2021
39.59824521
35.26025325
newfound
Trinidad and Tobago
all
02/22/2021
17.14954503
15.30738493
giesen
Trinidad and Tobago
all
02/23/2021
12.19000029
10.90670387
ashiya
Trinidad and Tobago
all
02/24/2021
13.42871566
12.04392917
monger
Trinidad and Tobago
all
02/25/2021
75.21474834
67.62124231
shrift
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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