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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
Alaska
04/20/2021
0
0
denuclearization
United States
Alaska
04/21/2021
21.80938501
22.8384793
distressingly
United States
Alaska
04/22/2021
0
0
skis
United States
Alaska
04/23/2021
5.794733096
6.141301027
improves
United States
Alaska
04/24/2021
3.103899135
3.309479579
rabbani
United States
Alaska
04/25/2021
0
0
satirize
United States
Alaska
04/26/2021
0
0
tobler
United States
Alaska
04/27/2021
0
0
cordero
United States
Alaska
04/28/2021
19.209008
20.99033123
benching
United States
Alaska
04/29/2021
0
0
naturalist
United States
Alaska
04/30/2021
4.024780345
4.398046703
roll-back
United States
Alaska
05/01/2021
1.533957233
1.665880944
welles
United States
Alaska
05/02/2021
0
0
vividness
United States
Alaska
05/03/2021
0
0
al-qa'ida
United States
Alaska
05/04/2021
0
0
overshadow
United States
Alaska
05/05/2021
18.34289984
19.44080038
vanitas
United States
Alaska
05/06/2021
0
0
carnivores
United States
Alaska
05/07/2021
2.804093066
2.936577586
uni
United States
Alaska
05/08/2021
0.276694254
0.2880539196
immunizations
United States
Alaska
05/09/2021
0
0
worcestershire
United States
Alaska
05/10/2021
0
0
non-elites
United States
Alaska
05/11/2021
0
0
toyo
United States
Alaska
05/12/2021
17.83861382
18.14191728
intestate
United States
Alaska
05/13/2021
0
0
tenuous
United States
Alaska
05/14/2021
1.70241816
1.711591641
reservoir
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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