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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
Delaware
04/15/2021
29.09197538
28.11213076
maestas
United States
Delaware
04/16/2021
33.34434227
32.25420684
atopic
United States
Delaware
04/17/2021
0
0
avoid
United States
Delaware
04/18/2021
22.33357902
21.64767287
precooked
United States
Delaware
04/19/2021
0
0
foundations
United States
Delaware
04/20/2021
0
0
dulos
United States
Delaware
04/21/2021
0
0
myra
United States
Delaware
04/22/2021
24.71745183
24.05688655
naam
United States
Delaware
04/23/2021
29.14727849
28.39753139
chaired
United States
Delaware
04/24/2021
0
0
sizwe
United States
Delaware
04/25/2021
18.41629022
17.97959141
tampered
United States
Delaware
04/26/2021
0
0
share
United States
Delaware
04/27/2021
0
0
hypotension
United States
Delaware
01/18/2021
2.793159147
2.702768578
differ
United States
Delaware
01/19/2021
64.8722518
62.70330111
boba
United States
Delaware
01/20/2021
0
0
acknowledges
United States
Delaware
01/21/2021
189.2272985
182.4959903
reeled
United States
Delaware
01/22/2021
186.496639
179.663724
naphtali
United States
Delaware
01/23/2021
83.92382623
80.75976463
tittering
United States
Delaware
01/24/2021
165.0750816
158.676349
dorado
United States
Delaware
01/25/2021
0
0
radioactive
United States
Delaware
01/26/2021
33.6930469
32.31575947
s/n
United States
Delaware
01/27/2021
0
0
limb
United States
Delaware
01/28/2021
160.2983146
153.4081883
philbin
United States
Delaware
01/29/2021
158.7761223
151.7848109
its
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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