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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
Tanzania
all
06/01/2021
0
0
franchisees
Tanzania
all
06/02/2021
0
0
flyfishing
Tanzania
all
06/03/2021
0
0
freest
Tanzania
all
06/04/2021
0
0
donnell
Tanzania
all
06/05/2021
0
0
chimeras
Tanzania
all
06/06/2021
0
0
tunji
Tanzania
all
06/07/2021
0
0
moguls
Tanzania
all
06/08/2021
0
0
noire
Tanzania
all
06/09/2021
0
0
threesomes
Tanzania
all
06/10/2021
0
0
goforth
Tanzania
all
06/11/2021
0
0
overhauled
Tanzania
all
06/12/2021
0
0
resonance
Tanzania
all
06/13/2021
0
0
kosovars
Tanzania
all
06/14/2021
0
0
smallmouths
Tanzania
all
06/15/2021
0
0
hammerhead
Tanzania
all
06/16/2021
0
0
neshek
Tanzania
all
06/17/2021
0
0
audibly
Tanzania
all
06/18/2021
0
0
forty-one
Thailand
all
06/19/2021
0
0
mignon
Thailand
all
12/22/2020
28.49911203
28.84398737
vuk
Thailand
all
12/23/2020
41.40347158
41.91659734
alomar
Thailand
all
12/24/2020
44.31751167
44.87970184
tajik
Thailand
all
12/25/2020
30.45808588
30.85336735
boundary-layer
Thailand
all
12/26/2020
36.3513923
36.83379077
zygotes
Thailand
all
12/27/2020
46.03514901
46.65953012
accelerate
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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