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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
Slovak Republic
all
02/26/2021
641.7544859
643.3017796
daja
Slovak Republic
all
02/27/2021
323.0341163
322.7469431
topnotch
Slovak Republic
all
02/28/2021
0
0
sions
Slovak Republic
all
03/01/2021
0
0
spokes
Slovak Republic
all
03/02/2021
0
0
gerstner
Slovak Republic
all
03/03/2021
560.558218
552.7806816
abundances
Slovak Republic
all
03/04/2021
706.8130268
694.748813
poster-child
Slovak Republic
all
03/05/2021
601.4602746
589.2857069
lavey
Slovak Republic
all
03/06/2021
276.2764837
269.81314
matlock
Slovak Republic
all
03/07/2021
0
0
tupperware
Slovak Republic
all
03/08/2021
0
0
deadpans
Slovak Republic
all
03/09/2021
0
0
boone
Slovak Republic
all
03/10/2021
516.2841922
501.0358207
schooner
Slovak Republic
all
03/11/2021
663.6498062
644.0837757
toal
Slovak Republic
all
03/12/2021
555.993897
539.6309532
make-shift
Slovak Republic
all
03/13/2021
227.8883314
221.1934991
motifs
Slovak Republic
all
03/14/2021
0
0
savy
Slovak Republic
all
03/15/2021
0
0
end-of-the-world
Slovak Republic
all
03/16/2021
0
0
tora
Slovak Republic
all
03/17/2021
467.1725562
453.5460336
anyplace
Slovak Republic
all
03/18/2021
615.5430257
597.6210883
heslin
Slovak Republic
all
03/19/2021
508.9204897
494.1296167
plessy
Singapore
all
06/08/2021
36.41026489
33.87549596
yaron
Singapore
all
06/09/2021
24.48439523
22.70541573
alipay
Singapore
all
06/10/2021
22.6553393
20.94081307
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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