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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
United States
New Mexico
06/10/2021
0
0
sum
United States
New Mexico
06/11/2021
0
0
alchemy
United States
New Mexico
06/12/2021
104.2234734
105.7108097
checkbook
United States
New Mexico
06/13/2021
0
0
wound-healing
United States
New Mexico
06/14/2021
0
0
underfunding
United States
New Mexico
06/15/2021
0
0
prasad
United States
New Mexico
06/16/2021
0
0
imogen
United States
New Mexico
06/17/2021
0
0
arti
United States
New Mexico
06/18/2021
0
0
quraysh
United States
New Mexico
06/19/2021
96.36716404
99.69581901
prentice
United States
New York
12/22/2020
3440.134785
3468.48957
sturdier
United States
New York
12/23/2020
4600.629051
4623.900608
chalk
United States
New York
12/24/2020
4702.757418
4711.666247
applebee
United States
New York
12/25/2020
5908.260879
5900.877232
canisters
United States
New York
12/26/2020
3487.776439
3472.520401
dellinger
United States
New Mexico
03/17/2021
0
0
haifa
United States
New Mexico
03/18/2021
0
0
forms
United States
New Mexico
03/19/2021
86.56290595
86.67135652
seale
United States
New Mexico
03/20/2021
226.4794335
226.089664
takings
United States
New Mexico
03/21/2021
0
0
off-the-beaten-path
United States
New Mexico
03/22/2021
0
0
kensinger
United States
New Mexico
03/23/2021
0
0
implicate
United States
New Mexico
03/24/2021
0
0
fido
United States
New Mexico
03/25/2021
0
0
sven
United States
New Mexico
03/26/2021
70.53408232
69.17985687
government
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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