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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
Tennessee
01/06/2021
0
0
anti-business
United States
Tennessee
01/07/2021
456.4826343
463.0883621
houseplants
United States
Tennessee
01/08/2021
368.7801973
374.3834488
puncture
United States
Tennessee
01/09/2021
2759.934508
2803.867506
maul
United States
Tennessee
01/10/2021
0
0
universitat
United States
Tennessee
01/11/2021
3990.38311
4059.693936
spousal
United States
Tennessee
01/12/2021
0
0
insert
United States
Tennessee
01/13/2021
0
0
bris
United States
Tennessee
01/14/2021
26.03593462
26.54504813
culturing
United States
Tennessee
01/15/2021
0
0
eyesight
United States
Tennessee
01/16/2021
2366.194472
2411.797013
cingulate
United States
Tennessee
01/17/2021
0
0
kasatonov
United States
Tennessee
01/18/2021
3623.866809
3686.394293
verizon
United States
Tennessee
01/19/2021
0
0
su
United States
Tennessee
01/20/2021
0
0
fonz
United States
Tennessee
01/21/2021
0
0
whinnied
United States
Tennessee
01/22/2021
0
0
bigham
United States
Tennessee
01/23/2021
2031.000398
2055.867407
diplomats
United States
Tennessee
01/24/2021
0
0
footwork
United States
Tennessee
01/25/2021
3314.829152
3348.816975
netscape
United States
Tennessee
01/26/2021
0
0
self-loathing
United States
Tennessee
01/27/2021
0
0
janzen
United States
Tennessee
01/28/2021
0
0
studio
United States
Tennessee
01/29/2021
0
0
waterway
United States
Tennessee
01/30/2021
1725.0399
1734.201931
merriweather
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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