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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
04/21/2021
0
0
interface
United States
Montana
04/22/2021
41.11255689
39.07944502
alaa
United States
Montana
04/23/2021
0
0
phenomena
United States
Montana
04/24/2021
17.92508019
16.89751202
malaria-endemic
United States
Montana
04/25/2021
0
0
ngoc
United States
Montana
04/26/2021
0
0
employability
United States
Montana
04/27/2021
0
0
play-offs
United States
Montana
04/28/2021
0
0
unbalanced
United States
Montana
04/29/2021
38.66166589
35.70597623
feud
United States
Montana
04/30/2021
0
0
ridiculousness
United States
Montana
05/01/2021
14.85430092
13.72556089
lachemann
United States
Montana
05/02/2021
0
0
onscreen
United States
Montana
05/03/2021
0
0
alchemy
United States
Montana
05/04/2021
0
0
restarted
United States
Montana
05/05/2021
0
0
city-states
United States
Montana
01/26/2021
45.94221282
45.76152635
lichtblau
United States
Montana
01/27/2021
51.390514
50.99490253
lagged
United States
Montana
01/28/2021
154.8404037
153.069801
tms
United States
Montana
01/29/2021
0
0
spicewood
United States
Montana
01/30/2021
126.6577563
124.2734285
megalomaniac
United States
Montana
01/31/2021
66.49779788
65.00301641
aboriginals
United States
Montana
02/01/2021
0
0
reuniting
United States
Montana
02/02/2021
20.60378061
19.99174484
hideo
United States
Montana
02/03/2021
27.64905477
26.72894165
wellhead
United States
Montana
02/04/2021
135.1965742
130.2179164
fibromyalgia
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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