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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 Kingdom
England
06/14/2021
2808.522086
2802.521725
before
United Kingdom
England
06/15/2021
52.80138213
52.73905785
mensch
United Kingdom
England
06/16/2021
291.6242817
291.5594277
fairview
United Kingdom
England
06/17/2021
0
0
herdsman
United Kingdom
England
06/18/2021
0
0
dimitry
United Kingdom
England
06/19/2021
0
0
unappropriated
United Kingdom
Northern Ireland
12/22/2020
190.6937586
198.1455549
mortenson
United Kingdom
Northern Ireland
12/23/2020
262.9922559
273.0148899
keyboard
United Kingdom
Northern Ireland
12/24/2020
184.5431701
191.3979334
deteriorate
United Kingdom
Northern Ireland
12/25/2020
172.6838745
178.9317139
supervision
United Kingdom
Northern Ireland
12/26/2020
186.4418624
193.0081353
all-in-one
United Kingdom
Northern Ireland
12/27/2020
103.5989846
107.1481558
divorcing
United Kingdom
Northern Ireland
12/28/2020
349.8313841
361.4809065
tic
United Kingdom
England
03/19/2021
896.0266595
881.9561833
dismiss
United Kingdom
England
03/20/2021
0
0
digressed
United Kingdom
England
03/21/2021
0
0
three-quarters
United Kingdom
England
03/22/2021
4472.806494
4344.336974
unitarian
United Kingdom
England
03/23/2021
1615.414938
1562.129065
birkbeck
United Kingdom
England
03/24/2021
1834.257798
1766.00116
brocco
United Kingdom
England
03/25/2021
441.3034444
423.032774
jarrah
United Kingdom
England
03/26/2021
706.3330604
674.1562153
vaughn
United Kingdom
England
03/27/2021
0
0
ringleader
United Kingdom
England
03/28/2021
0
0
ole
United Kingdom
England
03/29/2021
4395.303774
4141.250203
cracow
United Kingdom
England
03/30/2021
1452.918638
1363.108328
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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