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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
05/21/2021
137.7722908
138.9643494
mierzwinski
United States
Vermont
05/22/2021
0
0
suffixes
United States
Vermont
05/23/2021
27.97846156
28.31225613
dannah
United States
Vermont
05/24/2021
33.20143824
33.65222844
suture
United States
Vermont
05/25/2021
0
0
panorama
United States
Vermont
05/26/2021
19.16805603
19.53913382
reuters
United States
Vermont
05/27/2021
0
0
offset
United States
Vermont
05/28/2021
133.2793074
136.9737427
bridgeman
United States
Vermont
05/29/2021
0
0
springboard
United States
Vermont
05/30/2021
25.37220245
26.29113505
castles
United States
Vermont
05/31/2021
30.40842513
31.64058387
babysit
United States
Vermont
06/01/2021
0
0
monterrey
United States
Vermont
06/02/2021
16.71239253
17.53519077
half-life
United States
Vermont
06/03/2021
0
0
fairbanks
United States
Vermont
06/04/2021
127.5715441
134.9824903
irrigate
United States
Vermont
02/25/2021
0
0
pennant
United States
Vermont
02/26/2021
157.9850162
160.018426
redrock
United States
Vermont
02/27/2021
10.05061461
10.14981701
small-time
United States
Vermont
02/28/2021
49.67001648
50.01211315
sculptural
United States
Vermont
03/01/2021
55.20376868
55.42028133
power-generating
United States
Vermont
03/02/2021
21.59647216
21.61751042
weist
United States
Vermont
03/03/2021
41.39319588
41.31221026
conoley
United States
Vermont
03/04/2021
0
0
saud
United States
Vermont
03/05/2021
160.0017335
158.7590624
jacked
United States
Vermont
03/06/2021
8.904333514
8.809534654
mailbox
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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