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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
04/10/2021
0
0
macroeconomic
United States
Maine
04/11/2021
124.1268813
121.4654369
hemorrhage
United States
Maine
04/12/2021
153.3140298
151.5910928
wild
United States
Maine
04/13/2021
117.949992
117.8533229
bengazi
United States
Maine
04/14/2021
101.8542842
102.8545642
coventry
United States
Maine
04/15/2021
118.2374102
120.6837454
unforgettable
United States
Maine
04/16/2021
0
0
nods
United States
Maine
04/17/2021
0
0
dented
United States
Maine
04/18/2021
109.4865669
115.4808232
five-o
United States
Maine
04/19/2021
136.5182121
145.6120298
caruso
United States
Maine
04/20/2021
103.7010095
111.8670608
fw
United States
Maine
04/21/2021
88.78415994
96.87763275
sunspider
United States
Maine
04/22/2021
103.9295136
114.7237183
chrissy
United States
Maine
04/23/2021
0
0
travelin
United States
Maine
04/24/2021
0
0
nomad
United States
Maine
04/25/2021
95.75987843
109.530616
cocktail-party
United States
Maine
04/26/2021
120.6412781
139.6748294
communes
United States
Maine
04/27/2021
90.37829301
105.9305856
resettling
United States
Maine
04/28/2021
76.64432082
90.95751574
usurpation
United States
Maine
04/29/2021
90.55430982
108.8271187
hirsch
United States
Maine
04/30/2021
0
0
bby
United States
Maine
05/01/2021
0
0
resync
United States
Maine
05/02/2021
87.56123379
103.6506313
stepbrother
United States
Maine
05/03/2021
113.608322
133.8143856
leapfrogging
United States
Maine
05/04/2021
85.38913079
100.0779948
teed
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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