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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
California
06/19/2021
0
0
kosik
United States
Colorado
12/22/2020
1215.714386
1227.093638
cammi
United States
Colorado
12/23/2020
1350.361521
1365.281031
pured
United States
Colorado
12/24/2020
3248.707224
3290.104145
mitchum
United States
Colorado
12/25/2020
1503.0778
1524.785733
dirigibles
United States
Colorado
12/26/2020
1602.154195
1628.025422
iax
United States
Colorado
12/27/2020
814.3358494
828.8790517
denham
United States
Colorado
12/28/2020
1496.585575
1525.882651
renaud
United States
Colorado
12/29/2020
734.2409944
749.8793861
commonest
United States
Colorado
12/30/2020
885.6272814
906.0209067
woodbox
United States
Colorado
12/31/2020
2779.160117
2847.977095
kagan
United States
Colorado
01/01/2021
1067.593498
1095.887018
desk
United States
Colorado
01/02/2021
1181.863401
1215.249182
predominates
United States
Colorado
01/03/2021
418.995343
431.5654786
unremitting
United States
Colorado
01/04/2021
1109.559413
1144.797767
kaktovik
United States
Colorado
01/05/2021
370.9395734
383.3746163
intelligence
United States
Colorado
01/06/2021
535.8140703
554.7247521
waitzkin
United States
Colorado
01/07/2021
2421.321419
2511.079101
regressing
United States
Colorado
01/08/2021
741.525244
770.3351016
demented
United States
Colorado
01/09/2021
867.7395612
903.0051463
late-life
United States
Colorado
01/10/2021
126.6207604
131.9939764
disseminating
United States
Colorado
01/11/2021
821.9626135
858.3233338
toilet
United States
Colorado
01/12/2021
103.8839199
108.6671155
giacomo
United States
Colorado
01/13/2021
278.7868611
292.1287962
eb
United States
Colorado
01/14/2021
2152.948265
2259.900003
buthelezi
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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