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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
Switzerland
all
01/22/2021
404.5454006
398.1001269
raise
Switzerland
all
01/23/2021
0
0
weddle
Switzerland
all
01/24/2021
0
0
salience
Switzerland
all
01/25/2021
4980.853222
4910.264543
fixing
Switzerland
all
01/26/2021
0
0
navajo
Switzerland
all
01/27/2021
609.7338116
601.8102715
discomforting
Switzerland
all
01/28/2021
286.3699411
282.8173605
clinch
Switzerland
all
01/29/2021
150.0602235
148.2872105
derechos
Switzerland
all
01/30/2021
0
0
nonstandard
Switzerland
all
01/31/2021
0
0
burch
Switzerland
all
02/01/2021
4717.695847
4670.328116
sboe
Switzerland
all
02/02/2021
0
0
armoire
Switzerland
all
02/03/2021
371.6864091
368.3956384
mpaa
Switzerland
all
02/04/2021
59.18545793
58.69663663
villanueva
Switzerland
all
02/05/2021
0
0
dissolvable
Switzerland
all
02/06/2021
0
0
now-bankrupt
Switzerland
all
02/07/2021
0
0
amending
Switzerland
all
02/08/2021
4487.719574
4461.35829
calabro
Switzerland
all
02/09/2021
0
0
carmel
Switzerland
all
02/10/2021
166.1943492
165.417015
verger
Switzerland
all
02/11/2021
0
0
rotello
Switzerland
all
02/12/2021
0
0
odoriferous
Switzerland
all
02/13/2021
0
0
polymorphs
Switzerland
all
02/14/2021
0
0
alphabetical
Switzerland
all
02/15/2021
4241.680999
4269.102216
mkt
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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