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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
03/07/2021
49.3399844
48.6734274
rivulets
United States
Vermont
03/08/2021
54.960542
54.06160509
colonist
United States
Vermont
03/09/2021
20.56635913
20.23606322
nourishing
United States
Vermont
03/10/2021
40.5659798
39.92650592
lothario
United States
Vermont
03/11/2021
0
0
dredging
United States
Vermont
03/12/2021
159.7833665
157.3593187
irritants
United States
Vermont
03/13/2021
7.443189655
7.332478964
highest-grossing
United States
Vermont
03/14/2021
47.89798036
47.19976352
freckle-faced
United States
Vermont
03/15/2021
53.33182528
52.57024352
punish
United States
Vermont
03/16/2021
18.99001444
18.72448128
lockers
United States
Vermont
03/17/2021
38.94567461
38.41269082
waterborne
United States
Vermont
03/18/2021
0
0
patrons
United States
Vermont
03/19/2021
157.9004166
155.833524
reactionaries
United States
Vermont
03/20/2021
5.807814595
5.733521925
watermelons
United States
Vermont
03/21/2021
46.18328246
45.60628407
buzzard
United States
Vermont
03/22/2021
51.59082185
50.96165626
rsum
United States
Vermont
03/23/2021
17.30422463
17.09836046
bantering
United States
Vermont
03/24/2021
37.21822067
36.78656248
suspected
United States
Vermont
03/25/2021
0
0
stint
United States
Vermont
03/26/2021
155.9129371
154.1978878
marques
United States
Vermont
03/27/2021
4.072713389
4.029132185
illegality
United States
Vermont
03/28/2021
44.37097276
43.90945557
photographing
United States
Vermont
03/29/2021
49.75514283
49.25253116
prevalence
United States
Vermont
03/30/2021
15.52686861
15.37467591
modest-sized
United States
Vermont
03/31/2021
35.40157334
35.0651911
ivette
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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