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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
Mississippi
01/21/2021
631.5004668
576.5959801
tonging
United States
Mississippi
01/22/2021
0
0
unfortunates
United States
Mississippi
01/23/2021
329.6517272
302.8090282
high-fived
United States
Mississippi
01/24/2021
627.4549141
578.1089387
joiners
United States
Mississippi
01/25/2021
226.660613
209.4695501
mccarver
United States
Mississippi
01/26/2021
0
0
emplaced
United States
Mississippi
01/27/2021
0
0
cusick
United States
Mississippi
01/28/2021
530.0757872
494.378996
usagi
United States
Mississippi
01/29/2021
0
0
motherfucka
United States
Mississippi
01/30/2021
238.9681845
224.2507877
awaiting
United States
Mississippi
01/31/2021
534.6490458
503.2743576
gibson
United States
Mississippi
02/01/2021
146.2109922
138.0582314
sought-after
United States
Mississippi
02/02/2021
0
0
overcompensate
United States
Mississippi
02/03/2021
0
0
alexandria
United States
Mississippi
02/04/2021
447.3153033
426.3439291
patent
United States
Minnesota
04/26/2021
0
0
stix
United States
Minnesota
04/27/2021
0
0
jaws
United States
Minnesota
04/28/2021
0
0
lectura
United States
Minnesota
04/29/2021
0
0
military-like
United States
Minnesota
04/30/2021
0
0
short-track
United States
Minnesota
05/01/2021
213.2320281
224.3682698
snowden
United States
Minnesota
05/02/2021
274.1082678
288.7427435
buscaglia
United States
Minnesota
05/03/2021
0
0
mice
United States
Minnesota
05/04/2021
0
0
initiatives
United States
Minnesota
05/05/2021
0
0
kasey
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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