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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
Singapore
all
05/17/2021
18.66223649
18.21426707
convulsive
Singapore
all
05/18/2021
32.04717114
31.27451405
event-related
Singapore
all
05/19/2021
20.59109096
20.09245905
minerva
Singapore
all
05/20/2021
18.7714943
18.31493787
edison
Singapore
all
05/21/2021
18.02604865
17.58571445
breath
Singapore
all
05/22/2021
20.27622058
19.77877386
norwalk
Singapore
all
05/23/2021
22.48314928
21.92917969
appropriates
Singapore
all
05/24/2021
19.53056509
19.0472789
rebuffing
Singapore
all
05/25/2021
32.93009281
32.11175054
downstate
Singapore
all
05/26/2021
21.54085555
20.93360076
perpetually
Singapore
all
05/27/2021
19.78363046
19.16028817
self-identified
Singapore
all
05/28/2021
19.10006859
18.43533734
shampoo
Singapore
all
05/29/2021
21.44938792
20.63270687
soapy
Singapore
all
05/30/2021
23.76966298
22.78738358
hang-up
Singapore
all
05/31/2021
20.83813711
19.90973237
cielo
Singapore
all
06/01/2021
34.6325526
32.97851154
changeable
Singapore
all
06/02/2021
22.97480168
21.80435415
hukou
Singapore
all
06/03/2021
21.18146914
20.03536703
furtive
Singapore
all
06/04/2021
20.48772519
19.31477074
psychoses
Singapore
all
06/05/2021
22.89904952
21.51655125
weve
Singapore
all
06/06/2021
25.2802828
23.67561589
sequence
Singapore
all
06/07/2021
22.28552934
20.80229231
huffines
Singapore
all
02/28/2021
13.80095618
13.71458076
prefaced
Singapore
all
03/01/2021
10.93631541
10.78982944
unreached
Singapore
all
03/02/2021
24.30698815
23.81043279
tutti
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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