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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
Florida
03/16/2021
0
0
transparent
United States
Florida
03/17/2021
0
0
gaim
United States
Florida
03/18/2021
0
0
elek
United States
Florida
03/19/2021
6294.446599
6475.911498
multi-level
United States
Florida
03/20/2021
0
0
pugnacious
United States
Florida
03/21/2021
0
0
myeloid
United States
Florida
03/22/2021
0
0
piatt
United States
Florida
03/23/2021
0
0
double-check
United States
Florida
03/24/2021
0
0
daz
United States
Florida
03/25/2021
0
0
four-year-old
United States
Florida
03/26/2021
5909.321653
6149.569845
flooded
United States
Florida
03/27/2021
0
0
emerg
United States
Florida
03/28/2021
0
0
noticeably
United States
Delaware
06/17/2021
7.789547217
6.640653344
secretary-treasurer
United States
Delaware
06/18/2021
13.99882295
11.84120239
baranski
United States
Delaware
06/19/2021
0
0
co-integration
United States
Florida
12/22/2020
5655.208713
5054.075458
differentiation
United States
Florida
12/23/2020
5125.225917
4599.34425
sucrose
United States
Florida
12/24/2020
0
0
carrows
United States
Florida
12/25/2020
14456.13255
13080.87949
impeccably
United States
Florida
12/26/2020
1934.349819
1757.648651
meltingly
United States
Florida
12/27/2020
3029.995856
2764.769316
puns
United States
Florida
12/28/2020
2162.665911
1981.681146
claimer
United States
Florida
12/29/2020
4235.8228
3897.780019
buffington
United States
Florida
12/30/2020
3760.529013
3475.133328
hankins
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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