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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
Michigan
03/22/2021
0
0
wiggs
United States
Michigan
03/23/2021
0
0
christians
United States
Michigan
03/24/2021
0
0
referees
United States
Michigan
03/25/2021
0
0
fullfill
United States
Michigan
03/26/2021
5433.971554
5541.91781
unicom
United States
Michigan
03/27/2021
0
0
videos
United States
Michigan
03/28/2021
0
0
mixed-martial-arts
United States
Michigan
03/29/2021
0
0
amazing
United States
Michigan
03/30/2021
0
0
middle-america
United States
Michigan
03/31/2021
0
0
word-of-mouth
United States
Michigan
04/01/2021
0
0
flatline
United States
Michigan
04/02/2021
5112.850588
5218.820694
fiorentini
United States
Michigan
04/03/2021
0
0
opening
United States
Michigan
04/04/2021
0
0
papyrus
United States
Michigan
04/05/2021
0
0
pompadour
United States
Michigan
12/27/2020
0
0
hal
United States
Michigan
12/28/2020
6753.357912
6352.230372
punish
United States
Michigan
12/29/2020
2608.284919
2458.408675
jamal
United States
Michigan
12/30/2020
82.98556196
78.37832958
corpse
United States
Michigan
12/31/2020
0
0
curettage
United States
Michigan
01/01/2021
13033.15566
12360.53933
redstate
United States
Michigan
01/02/2021
3180.796359
3022.899295
eulalie
United States
Michigan
01/03/2021
0
0
penance
United States
Michigan
01/04/2021
5548.587344
5295.119983
fandom
United States
Michigan
01/05/2021
1496.827274
1431.431833
carajo
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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