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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
03/02/2021
0
0
sippin
United States
Massachusetts
03/03/2021
498.6110871
510.1761967
requester
United States
Massachusetts
03/04/2021
0
0
hpd
United States
Massachusetts
03/05/2021
1656.352771
1699.873602
payday
United States
Massachusetts
03/06/2021
231.2884027
237.7233752
achilles
United States
Massachusetts
03/07/2021
0
0
grafting
United States
Massachusetts
03/08/2021
0
0
starlets
United States
Massachusetts
03/09/2021
0
0
skimmer
United States
Massachusetts
03/10/2021
404.023485
415.6920366
sums
United States
Massachusetts
03/11/2021
0
0
penitent
United States
Massachusetts
03/12/2021
1566.832604
1608.885106
dementia
United States
Massachusetts
03/13/2021
145.9473633
149.7159238
man-hating
United States
Massachusetts
03/14/2021
0
0
adami
United States
Massachusetts
03/15/2021
0
0
wacs
United States
Massachusetts
03/16/2021
0
0
nil
United States
Maryland
06/05/2021
0
0
counter-attack
United States
Maryland
06/06/2021
0
0
punk-rock
United States
Maryland
06/07/2021
0
0
behaves
United States
Maryland
06/08/2021
0
0
masturbating
United States
Maryland
06/09/2021
277.5181965
259.6103199
coons
United States
Maryland
06/10/2021
0
0
hillbilly
United States
Maryland
06/11/2021
56.05136302
52.00226578
maehr
United States
Maryland
06/12/2021
0
0
tainted
United States
Maryland
06/13/2021
0
0
big-city
United States
Maryland
06/14/2021
0
0
outward
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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