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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
05/25/2021
4993.691328
0
horvat
United States
all
05/26/2021
1678.484015
0
elision
United States
all
05/27/2021
3482.739409
0
miscalibrated
United States
all
05/28/2021
20708.77068
17870.02645
ponders
United States
all
05/29/2021
1930.581028
0
trix
United States
all
05/30/2021
794.4227166
0
tezuka
United States
all
05/31/2021
2566.99069
0
cambridge
United States
all
06/01/2021
4837.686591
0
benefits
United States
all
06/02/2021
1536.66017
0
pronged
United States
all
06/03/2021
3201.113548
0
fischhoff
United States
all
06/04/2021
19346.41393
16970.19081
google-owned
United States
all
06/05/2021
1791.752559
0
snapper
United States
all
06/06/2021
738.3300546
0
bio-dome
United States
all
02/27/2021
9189.677657
0
pinero
United States
all
02/28/2021
4127.454972
0
chinatown
United States
all
03/01/2021
8800.258603
0
heparin
United States
all
03/02/2021
13282.26235
0
rangely
United States
all
03/03/2021
12304.22794
11303.55766
batterers
United States
all
03/04/2021
10200.1416
0
granary
United States
all
03/05/2021
41480.73406
34552.90012
malkovich
United States
all
03/06/2021
7715.768771
0
tonic
United States
all
03/07/2021
3228.338936
0
schoener
United States
all
03/08/2021
7359.509664
0
jinn
United States
all
03/09/2021
11895.88681
0
bodhisattvas
United States
all
03/10/2021
10079.98786
9040.133303
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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