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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
Massachusetts
04/21/2021
13.51311867
13.3395283
lenny
United States
Massachusetts
04/22/2021
0
0
self-imposed
United States
Massachusetts
04/23/2021
1240.488677
1222.154687
centavos
United States
Massachusetts
04/24/2021
0
0
zest
United States
Massachusetts
04/25/2021
0
0
flypaper
United States
Massachusetts
04/26/2021
0
0
orange-scented
United States
Massachusetts
04/27/2021
0
0
hubble
United States
Massachusetts
04/28/2021
0
0
electrophysiological
United States
Massachusetts
04/29/2021
0
0
amhara
United States
Massachusetts
04/30/2021
1193.194962
1172.901047
nypl
United States
Massachusetts
05/01/2021
0
0
trotters
United States
Massachusetts
05/02/2021
0
0
behind-the-back
United States
Massachusetts
05/03/2021
0
0
kissie
United States
Massachusetts
05/04/2021
0
0
kleenex
United States
Massachusetts
05/05/2021
0
0
twiggs
United States
Massachusetts
01/26/2021
430.1097389
438.7098817
wildcard
United States
Massachusetts
01/27/2021
1159.941933
1180.907954
vwth
United States
Massachusetts
01/28/2021
0
0
sheens
United States
Massachusetts
01/29/2021
2315.042424
2348.046439
interstates
United States
Massachusetts
01/30/2021
856.1581929
866.738331
leftism
United States
Massachusetts
01/31/2021
124.9130933
126.2204517
dodocase
United States
Massachusetts
02/01/2021
0
0
orbitals
United States
Massachusetts
02/02/2021
258.4616628
260.1944356
puppets
United States
Massachusetts
02/03/2021
1003.693484
1008.545017
tyros
United States
Massachusetts
02/04/2021
0
0
backpack
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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