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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
Maine
01/25/2021
196.5261751
207.5124446
putra
United States
Maine
01/26/2021
165.8055533
174.4814979
manyfold
United States
Maine
01/27/2021
152.5235105
159.9626711
totenberg
United States
Maine
01/28/2021
170.4547525
178.1670807
presage
United States
Maine
01/29/2021
0
0
deprive
United States
Maine
01/30/2021
0
0
programmes
United States
Maine
01/31/2021
167.5279737
173.358256
richland
United States
Maine
02/01/2021
197.7274862
203.9295675
kitchener
United States
Maine
02/02/2021
166.1541685
170.7989276
zimmer
United States
Maine
02/03/2021
152.4573058
156.2023768
disputation
United States
Maine
02/04/2021
170.719426
174.3382012
busiest
United States
Maine
02/05/2021
0
0
atria
United States
Maine
02/06/2021
0
0
katrina
United States
Louisiana
04/28/2021
0
0
robert-houdin
United States
Louisiana
04/29/2021
0
0
medal-winning
United States
Louisiana
04/30/2021
1196.636137
1303.002271
piven
United States
Louisiana
05/01/2021
0
0
karim
United States
Louisiana
05/02/2021
0
0
mna
United States
Louisiana
05/03/2021
0
0
wizarding
United States
Louisiana
05/04/2021
0
0
enlist
United States
Louisiana
05/05/2021
0
0
mendel
United States
Louisiana
05/06/2021
0
0
indents
United States
Louisiana
05/07/2021
1159.371539
1234.622848
high-toned
United States
Louisiana
05/08/2021
0
0
pamper
United States
Louisiana
05/09/2021
0
0
primes
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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