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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
Trinidad and Tobago
all
02/26/2021
21.76207096
19.6123354
taurine
Trinidad and Tobago
all
02/27/2021
54.98472719
49.6732591
intercable
Trinidad and Tobago
all
02/28/2021
41.03485926
37.16101536
darkside
Trinidad and Tobago
all
03/01/2021
18.9706849
17.22162949
second-highest
Trinidad and Tobago
all
03/02/2021
14.10674838
12.83740773
blake
Trinidad and Tobago
all
03/03/2021
15.33775355
13.99181145
junta
Trinidad and Tobago
all
03/04/2021
76.09323227
69.5861161
altered
Trinidad and Tobago
all
03/05/2021
23.54592641
21.58536209
buyout
Trinidad and Tobago
all
03/06/2021
56.21572041
51.6619691
verner
Trinidad and Tobago
all
03/07/2021
42.50727728
39.16054457
binary
Trinidad and Tobago
all
03/08/2021
20.8260763
19.23391991
splints
Trinidad and Tobago
all
03/09/2021
16.02668385
14.86567186
consequence
Trinidad and Tobago
all
03/10/2021
17.21425607
16.03680443
tue-sun
Trinidad and Tobago
all
03/11/2021
76.57296471
71.64765618
ios
Trinidad and Tobago
all
03/12/2021
25.16952135
23.65411784
rationally
Trinidad and Tobago
all
03/13/2021
56.93768927
53.74589587
jug
Trinidad and Tobago
all
03/14/2021
43.51145528
41.25448938
match-up
Trinidad and Tobago
all
03/15/2021
22.40755409
21.3399179
cuffing
Trinidad and Tobago
all
03/16/2021
17.75762079
16.98722244
tailless
Trinidad and Tobago
all
03/17/2021
18.91390261
18.17467896
scarp
Trinidad and Tobago
all
03/18/2021
76.45811144
73.80162885
lorelai
Trinidad and Tobago
all
03/19/2021
26.62264822
25.81423572
tempe
Togo
all
06/08/2021
0
0
cavalo
Togo
all
06/09/2021
0
0
preposterously
Togo
all
06/10/2021
0
0
bayeux
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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