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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
Georgia
05/25/2021
25.531733
25.26686425
grandest
United States
Georgia
05/26/2021
0
0
jap
United States
Georgia
05/27/2021
237.4483825
236.7112043
giroud
United States
Georgia
05/28/2021
0
0
behaviorism
United States
Georgia
05/29/2021
0
0
beatiful
United States
Georgia
05/30/2021
0
0
puke
United States
Georgia
05/31/2021
0
0
builded
United States
Georgia
06/01/2021
13.80889569
14.02355772
rossbach
United States
Georgia
06/02/2021
0
0
req
United States
Georgia
06/03/2021
220.8264833
225.9500921
chronology
United States
Georgia
06/04/2021
0
0
capitol
United States
Georgia
06/05/2021
0
0
rug
United States
Georgia
06/06/2021
0
0
feech
United States
Georgia
02/27/2021
158.8104334
162.3473387
diffusive
United States
Georgia
02/28/2021
0
0
denominators
United States
Georgia
03/01/2021
0
0
delonge
United States
Georgia
03/02/2021
275.6789345
288.1082335
variations
United States
Georgia
03/03/2021
0
0
strzok
United States
Georgia
03/04/2021
460.408823
488.4340798
hullo
United States
Georgia
03/05/2021
0
0
exploitation
United States
Georgia
03/06/2021
113.7952577
122.5732765
sturdy
United States
Georgia
03/07/2021
0
0
blanchard
United States
Georgia
03/08/2021
0
0
supercharger
United States
Georgia
03/09/2021
229.5628484
250.0059916
sadness
United States
Georgia
03/10/2021
0
0
well-paid
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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