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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 Kingdom
Northern Ireland
01/10/2021
51.83185448
52.92040168
recentralization
United Kingdom
Northern Ireland
01/11/2021
302.2715857
308.3374382
ice-cold
United Kingdom
Northern Ireland
01/12/2021
112.2396799
114.3874212
lavish
United Kingdom
Northern Ireland
01/13/2021
187.3645823
190.7755113
harrods
United Kingdom
Northern Ireland
01/14/2021
108.6246257
110.5012166
unconventionally
United Kingdom
Northern Ireland
01/15/2021
97.9213649
99.52225906
unknowns
United Kingdom
Northern Ireland
01/16/2021
113.3279859
115.0848145
sportin
United Kingdom
Northern Ireland
01/17/2021
30.2154646
30.65833131
titan
United Kingdom
Northern Ireland
01/18/2021
282.6557543
286.5601227
centigrade
United Kingdom
Northern Ireland
01/19/2021
91.76375744
92.95400321
sirens
United Kingdom
Northern Ireland
01/20/2021
167.7463791
169.7811031
differently
United Kingdom
Northern Ireland
01/21/2021
88.89703404
89.90069592
gehrke
United Kingdom
Northern Ireland
01/22/2021
78.52753918
79.3483052
persecute
United Kingdom
Northern Ireland
01/23/2021
94.42652849
95.33445179
reheat
United Kingdom
Northern Ireland
01/24/2021
11.21782328
11.31631232
tripartite
United Kingdom
Northern Ireland
01/25/2021
265.5465092
267.6564453
empathetic
United Kingdom
Northern Ireland
01/26/2021
73.84250956
74.36774834
three-seat
United Kingdom
Northern Ireland
01/27/2021
150.6458606
151.5921662
frills
United Kingdom
Northern Ireland
01/28/2021
71.678466
72.06923729
exclusions
United Kingdom
Northern Ireland
01/29/2021
61.61640793
61.90127053
stotts
United Kingdom
Northern Ireland
01/30/2021
77.9719648
78.26794343
puisse
United Kingdom
Northern Ireland
01/31/2021
0
0
corporates
United Kingdom
Northern Ireland
02/01/2021
250.6824994
251.2203747
reagan-bush
United Kingdom
Northern Ireland
02/02/2021
58.14472452
58.22162194
olympiad
United Kingdom
Northern Ireland
02/03/2021
135.7352977
135.8032662
kerry-edwards
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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