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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
Colorado
05/20/2021
802.7254691
813.2691347
wariness
United States
Colorado
05/21/2021
0
0
watchtowers
United States
Colorado
05/22/2021
0
0
nonchalant
United States
Colorado
05/23/2021
0
0
uproarious
United States
Colorado
05/24/2021
0
0
sle
United States
Colorado
05/25/2021
0
0
couples
United States
Colorado
05/26/2021
0
0
tuggle
United States
Colorado
05/27/2021
750.9255115
771.994476
tactician
United States
Colorado
05/28/2021
0
0
irregulars
United States
Colorado
05/29/2021
0
0
bicker
United States
Colorado
05/30/2021
0
0
migs
United States
Colorado
05/31/2021
0
0
pseudorandom
United States
Colorado
06/01/2021
0
0
magpies
United States
Colorado
06/02/2021
0
0
thrower
United States
Colorado
06/03/2021
709.9320258
732.7098805
whiffle
United States
Colorado
06/04/2021
0
0
sipped
United States
Colorado
06/05/2021
0
0
psionic
United States
Colorado
06/06/2021
0
0
cummings
United States
Colorado
06/07/2021
0
0
anomalies
United States
Colorado
06/08/2021
0
0
poorer
United States
Colorado
06/09/2021
0
0
savanna
United States
Colorado
06/10/2021
671.0752385
695.3302201
low-country
United States
Colorado
06/11/2021
0
0
twelfth
United States
Colorado
06/12/2021
0
0
gwot
United States
Colorado
06/13/2021
0
0
resonating
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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