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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
New Mexico
03/27/2021
214.2923562
209.5664904
meeker
United States
New Mexico
03/28/2021
0
0
rsv
United States
New Mexico
03/29/2021
0
0
foreseeing
United States
New Mexico
03/30/2021
0
0
bounces
United States
New Mexico
03/31/2021
0
0
stripers
United States
New Mexico
04/01/2021
0
0
scoot
United States
New Mexico
04/02/2021
55.71651597
53.55286534
knits
United States
New Mexico
04/03/2021
203.2590532
194.8087578
action/adventure
United States
New Mexico
04/04/2021
0
0
asymmetrical
United States
New Mexico
04/05/2021
0
0
nkemdiche
United States
New Mexico
04/06/2021
0
0
proudhon
United States
New Mexico
04/07/2021
0
0
malraux
United States
New Mexico
04/08/2021
0
0
sportsmanlike
United States
New Mexico
04/09/2021
40.53083394
39.59930414
high-heels
United States
New Mexico
04/10/2021
185.3063312
181.6345921
hlas
United States
New Mexico
04/11/2021
0
0
wal-marts
United States
New Mexico
04/12/2021
0
0
breasts
United States
New Mexico
04/13/2021
0
0
statewide
United States
New Mexico
04/14/2021
0
0
uplifting
United States
New Mexico
04/15/2021
0
0
six-foot-high
United States
New Mexico
04/16/2021
27.15595856
27.14614577
hoist
United States
New Mexico
04/17/2021
169.3789538
169.8796633
kester
United States
New Mexico
04/18/2021
0
0
implant
United States
New Mexico
04/19/2021
0
0
vernal
United States
New Mexico
04/20/2021
0
0
d'orsay
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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