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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
Iowa
06/19/2021
0
0
zog
United States
Kansas
12/22/2020
0
0
playa
United States
Kansas
12/23/2020
3430.728911
3430.085039
visnjic
United States
Kansas
12/24/2020
0
0
bathrooms
United States
Kansas
12/25/2020
2964.166392
2941.976801
consulates
United States
Kansas
12/26/2020
0
0
non-critical
United States
Kansas
12/27/2020
0
0
canny
United States
Kansas
12/28/2020
2533.542878
2487.341867
cobell
United States
Kansas
12/29/2020
0
0
gresh
United States
Kansas
12/30/2020
3027.645027
2951.124877
yucca
United States
Kansas
12/31/2020
0
0
midweek
United States
Kansas
01/01/2021
2559.701359
2477.248995
bruggen
United States
Kansas
01/02/2021
0
0
lcv
United States
Kansas
01/03/2021
0
0
rescaling
United States
Kansas
01/04/2021
2128.22047
2037.90874
government-in-exile
United States
Kansas
01/05/2021
0
0
durrett
United States
Kansas
01/06/2021
2650.179444
2519.971075
correlations
United States
Kansas
01/07/2021
0
0
hrough
United States
Kansas
01/08/2021
2185.006689
2063.224305
shrub
United States
Kansas
01/09/2021
0
0
botton
United States
Kansas
01/10/2021
0
0
laval
United States
Kansas
01/11/2021
1756.612613
1641.606091
gogol
United States
Kansas
01/12/2021
0
0
munny
United States
Kansas
01/13/2021
2308.720123
2142.838665
puny
United States
Kansas
01/14/2021
0
0
oakes
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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