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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
Maryland
04/28/2021
355.0438439
345.8900837
disingenuous
United States
Maryland
04/29/2021
25.16701349
24.55457381
roadbed
United States
Maryland
04/30/2021
137.7445292
134.5065473
wrongdoers
United States
Maryland
05/01/2021
0
0
lavish
United States
Maryland
05/02/2021
0
0
sub-sahara
United States
Maryland
05/03/2021
0
0
russo
United States
Maryland
05/04/2021
0
0
lightspeed
United States
Maryland
05/05/2021
334.6986261
328.2233188
right-hander
United States
Maryland
05/06/2021
7.62022379
7.479170952
mismanaging
United States
Maryland
05/07/2021
120.1523093
118.028912
grown-ass
United States
Maryland
05/08/2021
0
0
thank
United States
Maryland
05/09/2021
0
0
self-declared
United States
Maryland
05/10/2021
0
0
chlamydial
United States
Maryland
05/11/2021
0
0
minuteman
United States
Maryland
05/12/2021
316.5759336
312.314157
algal
United States
Maryland
05/13/2021
0
0
dorf
United States
Maryland
05/14/2021
104.1428702
102.9173381
seiler
United States
Maryland
05/15/2021
0
0
watts
United States
Maryland
05/16/2021
0
0
ashwagandha
United States
Maryland
05/17/2021
0
0
yaakov
United States
Maryland
05/18/2021
0
0
survivance
United States
Maryland
05/19/2021
299.9778566
297.7260823
localism
United States
Maryland
05/20/2021
0
0
imagined
United States
Maryland
05/21/2021
89.3392497
88.82182988
robinsons
United States
Maryland
05/22/2021
0
0
pored
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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