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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
02/14/2021
179.7949697
184.3389393
congestive
United States
Maryland
02/15/2021
131.621813
134.4089685
dinghies
United States
Maryland
02/16/2021
0
0
onna
United States
Maryland
02/17/2021
672.8023658
681.6011413
famers
United States
Maryland
02/18/2021
346.4420455
349.5866755
womack
United States
Maryland
02/19/2021
446.3892922
448.6692408
mahlmann
United States
Maryland
02/20/2021
0
0
dissipates
United States
Maryland
02/21/2021
124.4595296
124.1187219
ritalin
United States
Maryland
02/22/2021
76.67339515
76.16616505
inclusive
United States
Maryland
02/23/2021
0
0
meditation
United States
Maryland
02/24/2021
634.3415598
625.2831331
cavort
United States
Maryland
02/25/2021
300.4121225
294.9842298
panniers
United States
Maryland
02/26/2021
404.6561846
395.823649
self-motivated
United States
Maine
05/18/2021
80.96601006
88.73988046
hate-filled
United States
Maine
05/19/2021
67.69255666
73.84989306
navigating
United States
Maine
05/20/2021
84.55350433
91.82113386
room-temperature
United States
Maine
05/21/2021
0
0
linz
United States
Maine
05/22/2021
0
0
studio
United States
Maine
05/23/2021
80.96216487
86.72692978
mispronounce
United States
Maine
05/24/2021
109.6988032
116.9800859
virologic
United States
Maine
05/25/2021
78.46861634
83.30154366
pigment
United States
Maine
05/26/2021
64.61124153
68.44773614
affiliates
United States
Maine
05/27/2021
81.78439155
86.46040461
varga
United States
Maine
05/28/2021
0
0
leibovitz
United States
Maine
05/29/2021
0
0
wrecks
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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