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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
Scotland
02/24/2021
360.4287584
337.8144331
group-think
United Kingdom
Scotland
02/25/2021
241.3124033
226.5023434
chien
United Kingdom
Scotland
02/26/2021
187.2177515
175.984856
module
United Kingdom
Scotland
02/27/2021
25.34311706
23.85747346
entries
United Kingdom
Scotland
02/28/2021
18.435509
17.3802746
calls
United Kingdom
Scotland
03/01/2021
475.4201125
448.86637
clapped
United Kingdom
Scotland
03/02/2021
382.4963754
361.66443
inglourious
United Kingdom
Scotland
03/03/2021
332.7852939
315.1247373
kiko
United Kingdom
Scotland
03/04/2021
215.1649717
204.0472672
landslide
United Kingdom
Scotland
03/05/2021
161.9358395
153.7956236
success
United Kingdom
Scotland
03/06/2021
2.045487369
1.945541685
shies
United Kingdom
Scotland
03/07/2021
0
0
water-quality
United Kingdom
Scotland
03/08/2021
448.1543778
427.5232311
impenitent
United Kingdom
Northern Ireland
05/28/2021
0
0
controversially
United Kingdom
Northern Ireland
05/29/2021
0
0
slag
United Kingdom
Northern Ireland
05/30/2021
0
0
wand
United Kingdom
Northern Ireland
05/31/2021
132.0035823
130.1292583
firewater
United Kingdom
Northern Ireland
06/01/2021
0
0
doth
United Kingdom
Northern Ireland
06/02/2021
18.91781863
18.60203762
murders
United Kingdom
Northern Ireland
06/03/2021
0
0
pietists
United Kingdom
Northern Ireland
06/04/2021
0
0
speers
United Kingdom
Northern Ireland
06/05/2021
0
0
lonergan
United Kingdom
Northern Ireland
06/06/2021
0
0
timelier
United Kingdom
Northern Ireland
06/07/2021
129.2178925
126.2626199
populorum
United Kingdom
Northern Ireland
06/08/2021
0
0
vevo
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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