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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
Syria
all
06/16/2021
623.5634756
593.636861
undamaged
Syria
all
06/17/2021
623.6095927
589.8474856
michonne
Syria
all
06/18/2021
641.6513328
603.0188757
self-awareness
Taiwan
all
06/19/2021
635.2201739
593.1695156
transplant
Taiwan
all
12/22/2020
50.50202477
45.83370115
hewitt
Taiwan
all
12/23/2020
55.43622483
50.28482626
physica
Taiwan
all
12/24/2020
52.40368087
47.50861752
diorio
Taiwan
all
12/25/2020
66.66103102
60.40182267
moviegoer
Taiwan
all
12/26/2020
62.00623201
56.15402626
deece
Taiwan
all
12/27/2020
57.19616038
51.77023086
carlotta
Taiwan
all
12/28/2020
82.05086062
74.22738451
iva
Taiwan
all
12/29/2020
67.58037155
61.1039812
anti-tank
Taiwan
all
12/30/2020
72.78742709
65.77689053
reshuffled
Taiwan
all
12/31/2020
70.00616983
63.22974802
lexi
Taiwan
all
01/01/2021
84.59497925
76.36564224
jerod
Taiwan
all
01/02/2021
80.2195961
72.37728723
roethlisberger
Taiwan
all
01/03/2021
75.7096427
68.27183255
vidocq
Taiwan
all
01/04/2021
100.994298
91.02399136
symbolist
Taiwan
all
01/05/2021
86.82430518
78.21123016
coworkers
Taiwan
all
01/06/2021
92.42930846
83.21591772
erving
Taiwan
all
01/07/2021
90.03403058
81.01630312
preparatory
Taiwan
all
01/08/2021
105.0880383
94.51226315
two-phase
Syria
all
03/30/2021
263.1972522
294.8110137
zohar
Syria
all
03/31/2021
277.1130578
312.9275036
azam
Syria
all
04/01/2021
270.2529118
307.6878548
sandoval
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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