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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
03/11/2021
221.8706811
208.9559795
surveillances
United States
Maryland
03/12/2021
331.9794368
312.6207046
theway
United States
Maryland
03/13/2021
0
0
sandinistas
United States
Maryland
03/14/2021
0
0
hingle
United States
Maryland
03/15/2021
0
0
phallocentric
United States
Maryland
03/16/2021
0
0
potheads
United States
Maryland
03/17/2021
531.6321664
500.3526668
descalso
United States
Maryland
03/18/2021
184.8661126
173.9698451
millikin
United States
Maryland
03/19/2021
296.29854
278.8032834
bhopal
United States
Maryland
03/20/2021
0
0
speedometers
United States
Maryland
03/21/2021
0
0
sabato
United States
Maryland
03/22/2021
0
0
screw-up
United States
Maryland
03/23/2021
0
0
abney
United States
Maryland
03/24/2021
497.2702076
467.6483604
unaccustomed
United States
Maryland
03/25/2021
151.346908
142.3155204
i-ii
United States
Maryland
03/26/2021
263.9975527
248.2163329
phytochemicals
United States
Maryland
03/27/2021
0
0
rc
United States
Maryland
03/28/2021
0
0
sancti
United States
Maryland
03/29/2021
0
0
naw
United States
Maryland
03/30/2021
0
0
stockbrokers
United States
Maryland
03/31/2021
466.1891367
438.0779499
noto
United States
Maryland
04/01/2021
121.0129241
113.7032227
delusional
United States
Maryland
04/02/2021
234.783133
220.5767291
skimmer
United States
Maryland
04/03/2021
0
0
tunafish
United States
Maryland
04/04/2021
0
0
shooters
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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