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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
all
04/05/2021
4949.946691
0
ennobling
United States
all
04/06/2021
8517.229077
0
spontaneous
United States
all
04/07/2021
5075.34432
1928.888137
vacuous
United States
all
04/08/2021
6344.507572
0
convergences
United States
all
04/09/2021
29940.19345
25639.56356
mekong
United States
all
04/10/2021
3370.850537
0
steppes
United States
all
04/11/2021
1682.055297
0
roughhousing
United States
all
04/12/2021
4562.537114
0
bare-boned
United States
all
04/13/2021
7905.870587
0
tailgaters
United States
all
04/14/2021
4347.590279
553.1109553
anesthetize
United States
all
04/15/2021
5699.53678
0
revolutionizing
United States
all
04/16/2021
28503.20708
24332.39039
incredulous
United States
all
04/17/2021
3026.231301
0
knowing
United States
all
01/08/2021
91514.34494
76433.95762
jemma
United States
all
01/09/2021
40183.6646
27951.64978
bub
United States
all
01/10/2021
30672.89541
13767.4076
administering
United States
all
01/11/2021
39016.72481
33072.42256
minustah
United States
all
01/12/2021
44304.53696
32304.93316
untrustworthy
United States
all
01/13/2021
52307.72945
44138.35088
glued-on
United States
all
01/14/2021
28525.51515
0
pseudonyms
United States
all
01/15/2021
81576.34724
65889.25906
shampooing
United States
all
01/16/2021
30852.73007
17838.33293
bac
United States
all
01/17/2021
22237.36279
4101.816297
kingfisher
United States
all
01/18/2021
30786.32717
23844.85233
salmonellosis
United States
all
01/19/2021
34739.68606
23485.53278
lafayette
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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