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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
05/05/2021
72.99284214
85.12757785
wbls
United States
Maine
05/06/2021
88.7756591
103.0263846
joann
United States
Maine
05/07/2021
0
0
editorial
United States
Maine
05/08/2021
0
0
merely
United States
Maine
05/09/2021
85.57565202
97.87250726
line-up
United States
Maine
05/10/2021
112.5128321
128.061415
cortright
United States
Maine
05/11/2021
83.28371754
94.33918826
carrie
United States
Maine
05/12/2021
70.44565423
79.41672738
episode
United States
Maine
05/13/2021
86.76437877
97.34975181
possessed
United States
Maine
05/14/2021
0
0
multi-story
United States
Maine
05/15/2021
0
0
montee
United States
Maine
05/16/2021
83.36493985
92.22355995
cryonics
United States
Maine
05/17/2021
111.1987351
122.442564
pronouncing
United States
Maine
02/07/2021
167.6002731
169.4817864
explore
United States
Maine
02/08/2021
198.3970431
199.9734373
unbelievably
United States
Maine
02/09/2021
165.9655911
166.7433603
autopsies
United States
Maine
02/10/2021
151.8497863
152.0696669
daenerys
United States
Maine
02/11/2021
170.1953067
170.1385373
militarization
United States
Maine
02/12/2021
0
0
alienation
United States
Maine
02/13/2021
0
0
kristine
United States
Maine
02/14/2021
166.1610046
165.2237853
bullet-proof
United States
Maine
02/15/2021
197.0974894
195.6395815
sinclair
United States
Maine
02/16/2021
163.8130846
162.3146614
ank
United States
Maine
02/17/2021
149.1934286
147.568525
commenters
United States
Maine
02/18/2021
167.6932161
165.5753802
high-pressured
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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