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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
Vietnam
all
03/26/2021
17.29722362
16.71778172
excelling
Vietnam
all
03/27/2021
10.93832371
10.59660399
hourly
Vietnam
all
03/28/2021
10.82179227
10.50826894
powdered
Vietnam
all
03/29/2021
12.79838544
12.45677465
worksheets
Vietnam
all
03/30/2021
14.69255185
14.33403579
mistruths
Vietnam
all
03/31/2021
15.17649593
14.8410968
obscenities
Vietnam
all
04/01/2021
19.90379064
19.50994004
catwalks
Vietnam
all
04/02/2021
17.55720954
17.25058042
discord
Vietnam
all
04/03/2021
11.30322815
11.13220596
commissars
Vietnam
all
04/04/2021
11.21340853
11.04669491
typographically
Vietnam
all
04/05/2021
13.19067813
12.99803926
bunches
Vietnam
all
04/06/2021
15.09463354
14.87816369
fingertip
Vietnam
all
04/07/2021
15.60780591
15.38808878
world-wide
Vietnam
all
12/29/2020
8.872787191
8.449025304
entice
Vietnam
all
12/30/2020
9.369938503
8.949387246
calculus
Vietnam
all
12/31/2020
14.20643171
13.60991919
third-largest
Vietnam
all
01/01/2021
11.80193717
11.34075067
depositors
Vietnam
all
01/02/2021
5.406804192
5.211360582
vinland
Vietnam
all
01/03/2021
5.288996399
5.113400001
truthfulness
Vietnam
all
01/04/2021
7.271006729
7.051168897
dibley
Vietnam
all
01/05/2021
9.166350291
8.916556827
misfortunes
Vietnam
all
01/06/2021
9.644681266
9.410807374
flamingo
Vietnam
all
01/07/2021
14.37090205
14.06583254
entanglements
Vietnam
all
01/08/2021
12.01014742
11.79169732
testimonial
Vietnam
all
01/09/2021
5.744709461
5.657789858
incarnate
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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