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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
Illinois
02/24/2021
785.7368822
810.2028738
cochrane
United States
Illinois
02/25/2021
1870.017479
1934.763516
bedraggled
United States
Illinois
02/26/2021
0
0
ump
United States
Illinois
02/27/2021
0
0
accurately
United States
Illinois
02/28/2021
0
0
polkas
United States
Illinois
03/01/2021
0
0
and/or
United States
Illinois
03/02/2021
0
0
carvings
United States
Illinois
03/03/2021
608.7274222
642.841634
rosemarie
United States
Illinois
03/04/2021
1677.338355
1777.472332
garrett
United States
Illinois
03/05/2021
0
0
postpaid
United States
Illinois
03/06/2021
0
0
peerage
United States
Illinois
03/07/2021
0
0
tumultuous
United States
Illinois
03/08/2021
0
0
tour
United States
Idaho
05/28/2021
131.1163985
138.1176395
sperling
United States
Idaho
05/29/2021
0
0
tamara
United States
Idaho
05/30/2021
0
0
doomed
United States
Idaho
05/31/2021
0
0
deprivations
United States
Idaho
06/01/2021
0
0
self-perceptions
United States
Idaho
06/02/2021
0
0
fishes
United States
Idaho
06/03/2021
0
0
rejoin
United States
Idaho
06/04/2021
128.1604575
129.0124494
ccha
United States
Idaho
06/05/2021
0
0
sacramento-san
United States
Idaho
06/06/2021
0
0
multiplex
United States
Idaho
06/07/2021
0
0
fire-resistant
United States
Idaho
06/08/2021
0
0
chums
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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