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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
03/23/2021
19.43956904
19.19762006
overextension
Trinidad and Tobago
all
03/24/2021
20.56258154
20.40091033
sander
Trinidad and Tobago
all
03/25/2021
76.29041047
76.04354735
mudhoney
Trinidad and Tobago
all
03/26/2021
28.0210604
28.06124488
peacemakers
Trinidad and Tobago
all
03/27/2021
57.82631197
58.18182586
hornung
Trinidad and Tobago
all
03/28/2021
45.21468685
45.70781756
crowe
Trinidad and Tobago
all
03/29/2021
25.41586125
25.81514742
bemoans
Trinidad and Tobago
all
03/30/2021
21.058939
21.49190402
tager
Trinidad and Tobago
all
03/31/2021
22.14671189
22.71047351
sixtieth
Trinidad and Tobago
all
04/01/2021
76.0561051
78.36813975
plazas
Trinidad and Tobago
all
04/02/2021
29.35092823
30.38966502
skywatcher
Trinidad and Tobago
all
04/03/2021
58.17173512
60.52362005
cliche
Trinidad and Tobago
all
04/04/2021
46.21735946
48.0567325
focal
Trinidad and Tobago
all
04/05/2021
27.11177619
28.17367312
zordich
Trinidad and Tobago
all
04/06/2021
22.9785755
23.86410515
redefined
Trinidad and Tobago
all
04/07/2021
24.18058159
25.09721349
dieu
Trinidad and Tobago
all
04/08/2021
77.86643737
80.76922913
ceaucescu
Trinidad and Tobago
all
04/09/2021
31.6337297
32.79314446
scouted
Trinidad and Tobago
all
04/10/2021
60.75111056
62.93961371
downsize
Trinidad and Tobago
all
04/11/2021
48.75292406
50.47866586
beluga
Trinidad and Tobago
all
04/12/2021
29.57571661
30.60412607
euphoria
Trinidad and Tobago
all
04/13/2021
25.43862495
26.30728342
schiano
Trinidad and Tobago
all
04/14/2021
26.66040852
27.55414849
presses
Trinidad and Tobago
all
04/15/2021
80.58828577
83.23962098
unsatisfied
Trinidad and Tobago
all
04/16/2021
34.16164186
35.26428244
yvette
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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