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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
02/05/2021
2178.631748
2181.057563
yvonne
United States
Massachusetts
02/06/2021
704.8275158
704.3085216
joni
United States
Massachusetts
02/07/2021
0
0
aidan
United States
Massachusetts
02/08/2021
0
0
delos
United States
Massachusetts
02/09/2021
108.3981966
107.7212551
usdot
United States
Massachusetts
02/10/2021
868.5655172
861.5582059
yevgeni
United States
Massachusetts
02/11/2021
0
0
akaka
United States
Massachusetts
02/12/2021
2049.502768
2038.900969
woof
United States
Massachusetts
02/13/2021
568.3621937
566.2483928
agrees
United States
Massachusetts
02/14/2021
0
0
ingold
United States
Massachusetts
02/15/2021
0
0
causse
United States
Massachusetts
02/16/2021
0
0
anti-racism
United States
Massachusetts
02/17/2021
730.6747244
732.2373809
force-feeding
United States
Massachusetts
02/18/2021
0
0
norman
United States
Massachusetts
02/19/2021
1904.302191
1914.00163
bombardment
United States
Massachusetts
02/20/2021
442.1939817
445.1024558
ashmolean
United States
Massachusetts
02/21/2021
0
0
contradictions
United States
Massachusetts
02/22/2021
0
0
consoling
United States
Massachusetts
02/23/2021
0
0
allgemeine
United States
Massachusetts
02/24/2021
607.7622245
615.3940145
active
United States
Massachusetts
02/25/2021
0
0
sensational
United States
Massachusetts
02/26/2021
1773.658895
1801.281562
softener
United States
Massachusetts
02/27/2021
330.2436359
335.8871366
manliness
United States
Massachusetts
02/28/2021
0
0
furnish
United States
Massachusetts
03/01/2021
0
0
epilepsy
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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