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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
Spain
all
12/28/2020
13168.6439
14069.83356
jiro
Spain
all
12/29/2020
4445.138401
4747.89344
pianka
Spain
all
12/30/2020
2855.656063
3049.224393
grate
Spain
all
12/31/2020
4886.847347
5216.510777
messina
Spain
all
01/01/2021
3612.955777
3855.510339
ristorante
Spain
all
01/02/2021
0
0
relatedly
Spain
all
01/03/2021
0
0
abdo
Spain
all
01/04/2021
12234.38307
13043.83249
saks
Spain
all
01/05/2021
3515.992652
3747.478486
country-and-western
Spain
all
01/06/2021
1952.004239
2079.88842
holograms
Spain
all
01/07/2021
4016.523906
4278.36436
advocacy
Spain
all
01/08/2021
2766.851048
2946.329828
politician
Spain
all
01/09/2021
0
0
hydrology
Spain
all
01/10/2021
0
0
ability
Spain
all
01/11/2021
11432.9521
12163.50449
nacht
Spain
all
01/12/2021
2717.458158
2890.224197
verdict
Spain
all
01/13/2021
1175.872682
1250.251369
filings
Spain
all
01/14/2021
3270.525355
3476.34579
sickened
Spain
all
01/15/2021
2042.088234
2169.943381
kraft
Spain
all
01/16/2021
0
0
phantoms
Spain
all
01/17/2021
0
0
setters
Spain
all
01/18/2021
10769.19783
11412.60287
nucleosome
South Sudan
all
04/09/2021
76.09010091
79.58662075
undersea
South Sudan
all
04/10/2021
65.32484171
68.35052728
coy
South Sudan
all
04/11/2021
71.13203052
74.45268433
gavin
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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