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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
Texas
01/01/2021
0
0
rbcs
United States
Texas
01/02/2021
0
0
rett
United States
Texas
01/03/2021
4086.719255
4218.808414
quitting
United States
Texas
01/04/2021
3997.062972
4127.587221
sullins
United States
Texas
01/05/2021
10457.90913
10802.90228
facundo
United States
Texas
01/06/2021
7492.135961
7741.793688
expansionist
United States
Texas
01/07/2021
0
0
dota
United States
Texas
01/08/2021
0
0
crowell
United States
Texas
01/09/2021
0
0
half-cocked
United States
Texas
01/10/2021
2995.164797
3098.97848
laid-off
United States
Texas
01/11/2021
2947.131755
3050.267848
pressures
United States
Texas
01/12/2021
9433.488824
9766.779817
northward
United States
Texas
01/13/2021
6507.897642
6740.008585
haden
United States
Texas
01/14/2021
0
0
exonerated
United States
Texas
01/15/2021
0
0
housewife
United States
Tennessee
04/06/2021
0
0
cobwebs
United States
Tennessee
04/07/2021
0
0
raccoons
United States
Tennessee
04/08/2021
0
0
non-government
United States
Tennessee
04/09/2021
0
0
zo
United States
Tennessee
04/10/2021
0
0
repair
United States
Tennessee
04/11/2021
0
0
beastly
United States
Tennessee
04/12/2021
1391.770462
1358.2425
cambell
United States
Tennessee
04/13/2021
0
0
expertly
United States
Tennessee
04/14/2021
0
0
ikeya-seki
United States
Tennessee
04/15/2021
0
0
sentiments
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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