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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
Montana
01/11/2021
0
0
ntid
United States
Montana
01/12/2021
120.7300268
126.4138963
lucker
United States
Montana
01/13/2021
121.6463897
127.0626475
kew
United States
Montana
01/14/2021
215.7553802
224.8133264
ving
United States
Montana
01/15/2021
0
0
defile
United States
Montana
01/16/2021
185.4905097
192.0481539
landed
United States
Montana
01/17/2021
125.0690834
128.9819317
frigate
United States
Montana
01/18/2021
0
0
adult-oriented
United States
Montana
01/19/2021
78.49671201
80.32141803
relatability
United States
Montana
01/20/2021
81.98729094
83.5673937
ethiopic
United States
Montana
01/21/2021
180.9955771
183.7702689
condescending
United States
Montana
01/22/2021
0
0
outlooks
United States
Montana
01/23/2021
152.1105341
153.2568717
widener
United States
Montana
01/24/2021
92.00801513
92.34696707
capitol
United States
Montana
01/25/2021
0
0
giuliano
United States
Missouri
04/16/2021
0
0
unpredictability
United States
Missouri
04/17/2021
0
0
cicero
United States
Missouri
04/18/2021
0
0
bafta
United States
Missouri
04/19/2021
97.72990868
99.36698845
hotly
United States
Missouri
04/20/2021
0
0
infection
United States
Missouri
04/21/2021
0
0
triggered
United States
Missouri
04/22/2021
240.3253563
245.5538056
deduced
United States
Missouri
04/23/2021
0
0
snyders
United States
Missouri
04/24/2021
0
0
smash-hit
United States
Missouri
04/25/2021
0
0
ruins
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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