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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
Venezuela
all
06/14/2021
262.4992598
288.1947201
deux
Venezuela
all
06/15/2021
224.3731893
246.2200678
throaty
Venezuela
all
06/16/2021
195.2645879
214.1759097
jase
Venezuela
all
06/17/2021
277.9985152
304.7785159
tacticians
Venezuela
all
06/18/2021
205.582075
225.2796477
sprewell
Vietnam
all
06/19/2021
145.486997
159.3513802
magnets
Vietnam
all
12/22/2020
8.500618197
7.927494608
articulating
Vietnam
all
12/23/2020
9.019215504
8.436010949
phillis
Vietnam
all
12/24/2020
13.96924457
13.10472822
afghani
Vietnam
all
12/25/2020
11.52477011
10.84371062
ertman
Vietnam
all
12/26/2020
5.003964217
4.722307251
retz
Vietnam
all
12/27/2020
4.893651324
4.632029682
heartlessness
Vietnam
all
12/28/2020
6.927662749
6.576990396
irrigation
Venezuela
all
03/19/2021
237.4982472
237.7461447
insurmountable
Venezuela
all
03/20/2021
172.4412091
171.9868884
plainness
Venezuela
all
03/21/2021
222.8950069
221.4938589
protegee
Venezuela
all
03/22/2021
302.5513662
299.5527832
reverend
Venezuela
all
03/23/2021
261.3106306
257.7804565
masaki
Venezuela
all
03/24/2021
229.8333042
225.9073069
besties
Venezuela
all
03/25/2021
323.3288817
316.6590612
trin
Venezuela
all
03/26/2021
243.2486383
237.3742439
un-fucking-believable
Venezuela
all
03/27/2021
176.4811399
171.6021984
deerfield
Venezuela
all
03/28/2021
228.2006323
221.0997925
comerica
Venezuela
all
03/29/2021
309.8556355
299.1461167
bullshitter
Venezuela
all
03/30/2021
267.5182579
257.3566359
sperry
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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