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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
05/23/2021
0
0
hale
United States
Maryland
05/24/2021
0
0
kike
United States
Maryland
05/25/2021
0
0
democratize
United States
Maryland
05/26/2021
286.0503873
284.1207431
hyun
United States
Maryland
05/27/2021
0
0
heartedly
United States
Maryland
05/28/2021
76.8639356
75.67763847
bodie
United States
Maryland
05/29/2021
0
0
maher
United States
Maryland
05/30/2021
0
0
launched
United States
Maryland
05/31/2021
0
0
he/she/it
United States
Maryland
06/01/2021
0
0
boot
United States
Maryland
06/02/2021
281.7187833
271.4352593
stalin
United States
Maryland
06/03/2021
0
0
shands
United States
Maryland
06/04/2021
66.38996235
63.42365317
coverup
United States
Maryland
02/27/2021
0
0
vavreck
United States
Maryland
02/28/2021
75.14757223
72.94877081
promotion
United States
Maryland
03/01/2021
27.61296278
26.70356176
unbearable
United States
Maryland
03/02/2021
0
0
asking
United States
Maryland
03/03/2021
601.6677726
577.4812302
buxton
United States
Maryland
03/04/2021
260.0508817
248.6629824
baggie
United States
Maryland
03/05/2021
368.4642647
351.0152208
rockabilly
United States
Maryland
03/06/2021
0
0
shr
United States
Maryland
03/07/2021
31.28481221
29.58269438
expo
United States
Maryland
03/08/2021
0
0
coveting
United States
Maryland
03/09/2021
0
0
unwise
United States
Maryland
03/10/2021
569.5814793
536.486854
knot
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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