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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
Mississippi
03/12/2021
0
0
pawnbrokers
United States
Mississippi
03/13/2021
0
0
cooked
United States
Mississippi
03/14/2021
271.9215451
259.523895
prancing
United States
Mississippi
03/15/2021
0
0
curiae
United States
Mississippi
03/16/2021
0
0
illustrated
United States
Mississippi
03/17/2021
0
0
therapeutically
United States
Mississippi
03/18/2021
211.7407114
201.2696427
edematous
United States
Mississippi
03/19/2021
0
0
instant
United States
Mississippi
03/20/2021
0
0
layin
United States
Mississippi
03/21/2021
248.5815131
235.5740951
two-player
United States
Mississippi
03/22/2021
0
0
catastrophes
United States
Mississippi
03/23/2021
0
0
cant
United States
Mississippi
03/24/2021
0
0
voie
United States
Mississippi
03/25/2021
189.1446577
178.5275939
radicalizing
United States
Mississippi
03/26/2021
0
0
pinpointing
United States
Minnesota
06/15/2021
0
0
methodical
United States
Minnesota
06/16/2021
0
0
smc
United States
Minnesota
06/17/2021
0
0
solyndra
United States
Minnesota
06/18/2021
0
0
parachuted
United States
Minnesota
06/19/2021
42.83912297
47.12713988
misperceptions
United States
Mississippi
12/22/2020
3.951007649
3.632255906
misleading
United States
Mississippi
12/23/2020
570.8268979
524.2287514
nancial
United States
Mississippi
12/24/2020
1233.494821
1131.623731
deviated
United States
Mississippi
12/25/2020
354.5597254
324.939791
smell
United States
Mississippi
12/26/2020
902.1818103
825.9558012
realign
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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