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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
Kansas
06/14/2021
0
0
off-key
United States
Kansas
06/15/2021
0
0
compass
United States
Kansas
06/16/2021
195.4075061
201.6770661
buckskins
United States
Kansas
06/17/2021
0
0
hackman
United States
Kansas
06/18/2021
0
0
avengers
United States
Kansas
06/19/2021
0
0
diameters
United States
Kentucky
12/22/2020
1214.628124
1153.083768
carwash
United States
Kentucky
12/23/2020
1972.9859
1874.413874
mobilizing
United States
Kentucky
12/24/2020
0
0
legislation
United States
Kentucky
12/25/2020
4299.094847
4090.413625
tunica
United States
Kentucky
12/26/2020
867.2750846
825.7941063
regimes
United States
Kentucky
12/27/2020
1185.517237
1129.659956
pregnancies
United States
Kentucky
12/28/2020
515.3502151
491.4366235
recycling
United States
Kansas
03/19/2021
243.5039623
248.0036001
totemic
United States
Kansas
03/20/2021
0
0
campaigned
United States
Kansas
03/21/2021
0
0
ambiguities
United States
Kansas
03/22/2021
0
0
stoneleigh
United States
Kansas
03/23/2021
0
0
psychical
United States
Kansas
03/24/2021
517.6199217
536.2203501
stalking
United States
Kansas
03/25/2021
0
0
whips
United States
Kansas
03/26/2021
184.8999621
192.8664796
chayefsky
United States
Kansas
03/27/2021
0
0
terre
United States
Kansas
03/28/2021
0
0
much-beloved
United States
Kansas
03/29/2021
0
0
ironwork
United States
Kansas
03/30/2021
0
0
andronico
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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