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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
Sierra Leone
all
06/16/2021
59.78779515
64.58545068
crichton
Sierra Leone
all
06/17/2021
60.16374197
65.20799868
elmira
Sierra Leone
all
06/18/2021
61.44234957
66.81631763
engines
Singapore
all
06/19/2021
61.82906213
67.46226542
wargo
Singapore
all
12/22/2020
19.85692022
19.21367567
put
Singapore
all
12/23/2020
8.234929642
7.974980125
monday-morning
Singapore
all
12/24/2020
6.330702551
6.136109407
venturing
Singapore
all
12/25/2020
5.508944862
5.344183956
ferocious
Singapore
all
12/26/2020
7.697136279
7.47333164
immelt
Singapore
all
12/27/2020
9.837690081
9.559840384
scourge
Singapore
all
12/28/2020
6.800606535
6.61420875
high-g
Singapore
all
12/29/2020
20.14860787
19.61319557
kadar
Singapore
all
12/30/2020
8.595218551
8.374012862
indentations
Singapore
all
12/31/2020
6.701869678
6.535011935
up-tempo
Singapore
all
01/01/2021
5.884951273
5.743376762
wilkinson
Singapore
all
01/02/2021
8.060405914
7.873280053
s/t
Singapore
all
01/03/2021
10.18890901
9.960958817
markle
Singapore
all
01/04/2021
7.171149528
7.016769927
defense
Singapore
all
01/05/2021
20.44017788
20.01743611
sanctify
Singapore
all
01/06/2021
8.957616941
8.779947381
scatting
Singapore
all
01/07/2021
7.077172565
6.942808451
sunrise
Singapore
all
01/08/2021
6.266691893
6.15304425
blockages
Sierra Leone
all
03/30/2021
8.895548179
8.678603747
mariage
Sierra Leone
all
03/31/2021
11.126283
10.79701442
secretariat
Sierra Leone
all
04/01/2021
10.47145863
10.10763527
giang
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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