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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
Vermont
04/01/2021
0
0
immortalize
United States
Vermont
04/02/2021
153.8388247
152.4694482
henriksen
United States
Vermont
04/03/2021
2.255998008
2.236594544
mcintyre
United States
Vermont
04/04/2021
42.52147145
42.12671877
laviolette
United States
Vermont
04/05/2021
47.93807173
47.46034763
gametes
United States
Vermont
04/06/2021
13.71679714
13.57076346
stagnancy
United States
Vermont
04/07/2021
33.64711313
33.26601584
matchmaking
United States
Vermont
04/08/2021
0
0
marisa
United States
Vermont
04/09/2021
152.601309
150.6658023
daniel
United States
Vermont
04/10/2021
0.3787224959
0.3736625416
authored
United States
Vermont
04/11/2021
40.84906631
40.27567525
newmark
United States
Vermont
04/12/2021
46.28358222
45.60265207
cne
United States
Vermont
04/13/2021
11.88718681
11.70428441
adventurism
United States
Vermont
04/14/2021
31.91915539
31.4065344
wrongness
United States
Vermont
04/15/2021
0
0
coming
United States
Vermont
01/06/2021
46.8455988
47.31927313
hangzhou
United States
Vermont
01/07/2021
0
0
forgive
United States
Vermont
01/08/2021
161.1059975
164.7713075
quadrivalent
United States
Vermont
01/09/2021
15.03267384
15.47147836
revenge
United States
Vermont
01/10/2021
53.38901057
55.29557349
disinvestment
United States
Vermont
01/11/2021
58.36289924
60.83250503
neurotic
United States
Vermont
01/12/2021
25.91426037
27.18414427
hesitant
United States
Vermont
01/13/2021
44.42246394
46.90027419
nonexecutive
United States
Vermont
01/14/2021
0
0
perched
United States
Vermont
01/15/2021
153.6994999
164.3961174
ciriaco
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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